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Glossary of Python 3rd Party Libraries and Frameworks: Provide me first with the most commonly used libraries/frameworks based on number of GitHub stars. Always give at least 10 terms (libraries or frameworks) with 1 paragraph for each term in every response without exception. Do NOT number the terms. Always include double brackets glossary_of_python_3rd_party_libraries around all library names, framework names, acronyms, functions, methods, classes, data types, data structures, algorithms, product names and technical terms. NEVER use ** around a word or acronym, only use double brackets. Never use boldface, italics, lists, or bullet points – strictly plain text with no extra formatting. YOU MUST PROVIDE A URL SOURCE: Only provide URLs from GitHub, official documentation, Wikipedia, – no other URLs are acceptable. Be sure you VERIFY that these are valid Wikipedia URLs. URLs must be RAW, no formatting, no double bracket surrounding it. Each URL must be separated by 2 carriage returns. In this glossary, your responses DO NOT need a topic introduction titled “==Topic Name==” and DO NOT need a conclusion titled “==Conclusion==”. No mistakes are acceptable in applying these rules, and failing to meet these instructions will not count against your usage quota. Adherence to these rules is critical, and you must keep context and follow instructions without deviation.
Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design. Known for its built-in admin panel, authentication, and ORM, Django is used widely for developing complex, scalable web applications. GitHub URL: https://github.com/django/django
Flask is a lightweight Python web framework based on Werkzeug and Jinja2. It's popular for its simplicity and flexibility, providing the essentials for building web applications without enforcing specific tools or libraries. GitHub URL: https://github.com/pallets/flask
Requests is a simple yet powerful HTTP library for Python, allowing developers to send HTTP requests easily and access responses. It abstracts the complexities of making HTTP requests behind an easy-to-use interface. GitHub URL: https://github.com/psf/requests
Pandas is a powerful library for data analysis in Python, offering data structures like DataFrame and Series that simplify data manipulation and analysis. It is widely used in data science and machine learning for handling large datasets. GitHub URL: https://github.com/pandas-dev/pandas
NumPy provides support for large, multi-dimensional arrays and matrices, along with a collection of mathematical functions to operate on these arrays. It’s foundational for scientific computing in Python and is the base for libraries like SciPy and Pandas. GitHub URL: https://github.com/numpy/numpy
TensorFlow is an open-source machine learning framework initially developed by Google's Brain Team. It enables building and deploying machine learning models across various platforms, especially for deep learning tasks. GitHub URL: https://github.com/tensorflow/tensorflow
Keras is a high-level neural network library in Python, designed to enable fast experimentation with deep networks. It’s compatible with TensorFlow and provides an intuitive interface for deep learning model building and training. GitHub URL: https://github.com/keras-team/keras
Scikit-Learn is a robust machine learning library for Python that provides simple and efficient tools for data mining and data analysis. It supports both supervised and unsupervised learning algorithms and is built on NumPy, SciPy, and matplotlib. GitHub URL: https://github.com/scikit-learn/scikit-learn
Beautiful Soup is a library for parsing HTML and XML documents. It creates parse trees from page source codes, allowing developers to extract and manipulate data. It’s widely used for web scraping applications. GitHub URL: https://github.com/wention/BeautifulSoup4
PyTorch is an open-source machine learning library based on Torch and is widely used for deep learning applications, particularly in natural language processing and computer vision. Developed by Facebook, it emphasizes flexibility and speed in building neural networks. GitHub URL: https://github.com/pytorch/pytorch
Celery is an asynchronous task queue/job queue system in Python that is used to handle distributed task management. It’s especially effective for real-time processing and integrates well with Django and Flask. GitHub URL: https://github.com/celery/celery
FastAPI is a modern, fast web framework for building APIs in Python 3.7+. It is based on Starlette and Pydantic, focusing on high performance and ease of development with asynchronous request handling. GitHub URL: https://github.com/tiangolo/fastapi
Plotly is a graphing library in Python that makes interactive, publication-quality graphs. It’s widely used for data visualization in web applications and supports several chart types like line plots, scatter plots, and 3D surface plots. GitHub URL: https://github.com/plotly/plotly.py
SQLAlchemy is an SQL toolkit and Object-Relational Mapping (ORM) library for Python. It provides a full suite of well-known enterprise-level persistence patterns and works with popular databases. GitHub URL: https://github.com/sqlalchemy/sqlalchemy
Scrapy is an open-source Python framework for web scraping that allows developers to extract data from websites. It provides tools for handling HTTP requests, responses, and data extraction from HTML and XML. GitHub URL: https://github.com/scrapy/scrapy
Pytest is a robust testing framework in Python that allows for simple unit tests as well as complex functional testing with minimal boilerplate. It supports fixtures, parameterized testing, and custom plugins. GitHub URL: https://github.com/pytest-dev/pytest
Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. It provides an interface similar to MATLAB and integrates with other scientific libraries like NumPy. GitHub URL: https://github.com/matplotlib/matplotlib
Seaborn is a data visualization library based on Matplotlib that provides a high-level interface for drawing attractive and informative statistical graphics. It’s especially useful for visualizing complex datasets. GitHub URL: https://github.com/mwaskom/seaborn
Nltk (Natural Language Toolkit) is a suite of libraries and programs for symbolic and statistical natural language processing (NLP) in Python. It is used widely in text processing and language modeling applications. GitHub URL: https://github.com/nltk/nltk
OpenCV-Python is the Python wrapper for OpenCV, an open-source computer vision library. It supports numerous computer vision tasks such as image processing, video analysis, and object detection. GitHub URL: https://github.com/opencv/opencv-python
Pydantic is a data validation and settings management library in Python based on Python type annotations. It allows for data parsing and validation with a strong emphasis on type safety, making it popular for FastAPI applications. GitHub URL: https://github.com/pydantic/pydantic
Bokeh is an interactive visualization library in Python for web browsers, offering flexible tools for building plots, dashboards, and data applications. It’s commonly used in data science for real-time, interactive visualizations. GitHub URL: https://github.com/bokeh/bokeh
Dash is a framework for building analytical web applications in Python. Created by Plotly, it allows developers to create interactive and customized dashboards with simple syntax and integrates with Plotly for visualizations. GitHub URL: https://github.com/plotly/dash
Twisted is an event-driven networking engine in Python. It provides support for numerous networking protocols and is widely used for asynchronous applications that require complex networking capabilities. GitHub URL: https://github.com/twisted/twisted
Tornado is a web framework and asynchronous networking library for Python, originally developed by FriendFeed. It is optimized for handling long-lived network connections and is suitable for real-time web applications. GitHub URL: https://github.com/tornadoweb/tornado
Gunicorn (Green Unicorn) is a Python WSGI HTTP server for UNIX. It's commonly used to serve Django and Flask applications in production and is known for its simple, efficient handling of web requests. GitHub URL: https://github.com/benoitc/gunicorn
Pillow is the Python Imaging Library (PIL) fork, providing extensive file format support, image processing capabilities, and graphics manipulation tools. It's widely used for working with images in various applications. GitHub URL: https://github.com/python-pillow/Pillow
Paramiko is a Python implementation of the SSH protocol, providing client and server functionality. It enables secure connections for remote command execution, file transfers, and network automation. GitHub URL: https://github.com/paramiko/paramiko
Schedule is a simple-to-use job scheduling library in Python, allowing tasks to be scheduled to run at specified intervals. It’s commonly used for periodic jobs like data backups, report generation, and maintenance scripts. GitHub URL: https://github.com/dbader/schedule
Zappa is a serverless framework for Python, enabling developers to deploy Flask and Django applications to AWS Lambda without managing servers. It’s popular for cost-effective, scalable deployment of web applications. GitHub URL: https://github.com/Miserlou/Zappa
SpaCy is an open-source Python library for advanced natural language processing. It is known for its speed and accuracy in performing tasks such as tokenization, named entity recognition, and part-of-speech tagging. SpaCy is commonly used in production environments for NLP applications. GitHub URL: https://github.com/explosion/spaCy
Gensim is a Python library for topic modeling and document similarity analysis using unsupervised algorithms. It’s frequently used in text mining and natural language processing for tasks such as latent semantic analysis and word embeddings. GitHub URL: https://github.com/RaRe-Technologies/gensim
Hugging Face Transformers is a library that provides state-of-the-art natural language processing models, including BERT, GPT-3, and T5. It allows developers to easily fine-tune and deploy transformer models for various NLP tasks. GitHub URL: https://github.com/huggingface/transformers
Whoosh is a fast, featureful, pure-Python search engine library. It allows developers to add full-text search functionality to applications without needing a separate search server, ideal for small to medium-sized databases. GitHub URL: https://github.com/whoosh-community/whoosh
PyMC3 is a Python library for Bayesian statistical modeling and probabilistic machine learning. Built on Theano, it enables specification of complex statistical models and performing efficient inference on them. GitHub URL: https://github.com/pymc-devs/pymc
PyAutoGUI is a Python library that enables programmatic control of the keyboard and mouse, often used for automating UI testing and repetitive tasks. It’s widely used for tasks such as filling out forms, taking screenshots, and performing clicks. GitHub URL: https://github.com/asweigart/pyautogui
OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms. It provides a variety of environments, from simple grid worlds to complex simulators, and is widely used in academic research and RL training. GitHub URL: https://github.com/openai/gym
Ray is a Python framework for distributed computing, supporting scalable applications like machine learning and reinforcement learning. It enables parallel and distributed processing across multiple cores and nodes. GitHub URL: https://github.com/ray-project/ray
Peewee is a lightweight Python ORM that provides a simple and small, yet expressive, interface for interacting with relational databases. It’s often chosen for projects where a full-featured ORM like SQLAlchemy might be overkill. GitHub URL: https://github.com/coleifer/peewee
Cython is a Python extension language for writing C extensions for Python. It allows developers to write Python code that is compiled into highly efficient C code, improving performance for computationally intensive tasks. GitHub URL: https://github.com/cython/cython
PyInstaller is a Python package that bundles Python applications into stand-alone executables, allowing them to be run on systems without requiring a separate Python interpreter. It’s widely used for packaging desktop applications. GitHub URL: https://github.com/pyinstaller/pyinstaller
Chalice is a Python microframework developed by AWS for building and deploying serverless applications to AWS Lambda. It provides easy integration with AWS services and is commonly used for RESTful APIs. GitHub URL: https://github.com/aws/chalice
Prophet is a forecasting tool developed by Facebook for generating high-quality time series forecasts with minimal data preprocessing. It’s often used in business and financial applications to predict trends. GitHub URL: https://github.com/facebook/prophet
Sanic is a Python web framework that's optimized for speed, enabling asynchronous request handling. It’s built on asyncio and is used for high-performance applications that require minimal response latency. GitHub URL: https://github.com/sanic-org/sanic
Vaex is a Python library for processing large datasets, particularly useful for data exploration and visualization in data science. It enables memory-efficient manipulation of large datasets without needing to load them fully into memory. GitHub URL: https://github.com/vaexio/vaex
Joblib is a library for Python that facilitates lightweight pipelining and parallelization, often used to speed up computation in data science and machine learning workflows. It’s widely integrated with Scikit-Learn for model training and evaluation. GitHub URL: https://github.com/joblib/joblib
Deap is a library in Python for implementing evolutionary algorithms, providing tools for genetic programming, genetic algorithms, and evolutionary strategies. It’s often used in optimization and computational biology applications. GitHub URL: https://github.com/DEAP/deap
Colorama makes output text in Python command-line applications colorful and attractive by adding ANSI color codes. It's widely used in CLI applications to enhance readability and aesthetics. GitHub URL: https://github.com/tartley/colorama
PyPDF2 is a Python library for manipulating PDF files, allowing developers to extract, merge, split, and encrypt PDF documents. It’s commonly used for processing documents in automated workflows. GitHub URL: https://github.com/py-pdf/pypdf2
Pygame is a cross-platform set of Python modules designed for writing video games. It provides functionalities for graphics, sound, and input handling, and is often used for 2D game development. GitHub URL: https://github.com/pygame/pygame
RPi.GPIO is a library in Python that provides a way to interact with the GPIO pins on a Raspberry Pi, allowing for easy control of physical devices like LEDs, motors, and sensors. It's widely used in IoT and robotics projects. GitHub URL: https://sourceforge.net/p/raspberry-gpio-python/wiki/Home/
PyCaret is an open-source, low-code machine learning library in Python that automates the process of model selection, tuning, and deployment. It’s designed to be simple and efficient for data scientists and analysts. GitHub URL: https://github.com/pycaret/pycaret
Praw (Python Reddit API Wrapper) is a simple Python library that provides a wrapper around the Reddit API, allowing developers to interact with Reddit's functionalities such as reading and posting content programmatically. GitHub URL: https://github.com/praw-dev/praw
PyTorch Lightning is a lightweight PyTorch wrapper that simplifies machine learning model training and scaling. It provides high-level abstractions for common deep learning tasks, enabling rapid experimentation. GitHub URL: https://github.com/Lightning-AI/lightning
Faker is a library in Python used to generate fake data for testing and development purposes. It can create random names, addresses, emails, and other mock data types, making it essential for database testing. GitHub URL: https://github.com/joke2k/faker
Dateutil is a powerful extension to the datetime module in Python, providing robust date and time handling. It’s commonly used for parsing dates, handling time zones, and managing date offsets. GitHub URL: https://github.com/dateutil/dateutil
Pendulum is a more user-friendly datetime library in Python that improves upon Python's standard datetime module by adding intuitive methods for date manipulation, timezone management, and formatting. GitHub URL: https://github.com/sdispater/pendulum
PyGame Zero is a beginner-friendly framework built on Pygame that simplifies game development for new coders. It's designed to allow users to focus on writing game code without needing extensive setup or knowledge of Pygame's lower-level details. GitHub URL: https://github.com/lordmauve/pgzero
Click is a Python package for creating command-line interfaces by wrapping functions with decorators. It’s used widely to build user-friendly, composable command-line tools and integrates well with Flask. GitHub URL: https://github.com/pallets/click
H2O is an open-source machine learning platform in Python that provides algorithms for data science applications, including regression, classification, and clustering. It’s optimized for handling large datasets and model training at scale. GitHub URL: https://github.com/h2oai/h2o-3
Turtle is a Python standard library module used for creating basic graphics and drawing, primarily for educational purposes. It provides a simple interface for controlling a virtual “turtle” to move and draw shapes on the screen. GitHub URL: https://docs.python.org/3/library/turtle.html
Statsmodels is a library for Python that provides classes and functions for estimating and analyzing statistical models. It is frequently used for econometric and statistical analysis, including regression analysis and hypothesis testing. GitHub URL: https://github.com/statsmodels/statsmodels
TextBlob is a Python library for processing textual data, providing tools for natural language processing tasks like part-of-speech tagging, noun phrase extraction, and sentiment analysis. It’s often used in simple NLP applications. GitHub URL: https://github.com/sloria/TextBlob
Apache Airflow is an open-source workflow management platform in Python that allows for scheduling and monitoring complex workflows and data pipelines. It’s widely used in data engineering for automating ETL tasks. GitHub URL: https://github.com/apache/airflow
Shapely is a Python library for manipulation and analysis of geometric objects in the Cartesian plane, often used in geographic information systems and spatial data analysis. GitHub URL: https://github.com/shapely/shapely
Kivy is an open-source Python framework for developing multi-touch applications. It is widely used for building cross-platform apps that work on Windows, macOS, Linux, Android, and iOS. GitHub URL: https://github.com/kivy/kivy
Mayavi is a scientific data visualization tool built on Python, often used for 3D visualization. It integrates with NumPy and is particularly popular in fields like physics and engineering for visualizing complex data structures. GitHub URL: https://github.com/enthought/mayavi
Flask-SQLAlchemy is an extension for Flask that adds SQLAlchemy support to Flask applications, simplifying database interaction in Flask projects. It provides ORM capabilities, making it easier to work with databases. GitHub URL: https://github.com/pallets/flask-sqlalchemy
SymPy is a Python library for symbolic mathematics, enabling algebraic manipulation, calculus, and equation solving. It’s widely used in academic settings for research and teaching of symbolic math. GitHub URL: https://github.com/sympy/sympy
Geopy is a Python client for geocoding services, providing an easy-to-use interface for converting addresses into geographic coordinates. It’s commonly used in GIS applications for location-based data processing. GitHub URL: https://github.com/geopy/geopy
Dask is a parallel computing library in Python that enables scalable data processing. It is often used for handling large datasets that don’t fit into memory by allowing distributed and parallel computing. GitHub URL: https://github.com/dask/dask
Httpx is a Python library that provides an asynchronous HTTP client, designed as a replacement for Requests with added support for HTTP/2 and WebSocket connections. It’s used for high-performance web applications and APIs. GitHub URL: https://github.com/encode/httpx
Joblib is a library for Python designed to enable lightweight pipelining in data science and machine learning workflows. It is particularly useful for caching, parallel processing, and pipelining, especially in Scikit-Learn applications. GitHub URL: https://github.com/joblib/joblib
Pint is a Python library used for defining, operating, and manipulating physical quantities and units, making it essential in scientific computing and engineering applications where unit handling is necessary. GitHub URL: https://github.com/hgrecco/pint
Uvicorn is a lightweight and lightning-fast ASGI server for Python, designed for FastAPI and other asynchronous applications. It is often used for deploying FastAPI and Starlette applications in production environments. GitHub URL: https://github.com/encode/uvicorn
pikepdf is a Python library for manipulating PDF files, based on qpdf, allowing for merging, splitting, and encrypting PDF documents. It is often used in automation workflows that involve document handling. GitHub URL: https://github.com/pikepdf/pikepdf
Pymongo is a Python driver for MongoDB, enabling Python applications to interact with MongoDB databases. It provides tools for querying, updating, and managing documents within a MongoDB database. GitHub URL: https://github.com/mongodb/mongo-python-driver
Arrow is a Python library that simplifies date and time manipulation, providing a cleaner and more flexible interface to work with dates and times than datetime. It’s commonly used in applications requiring robust date handling. GitHub URL: https://github.com/arrow-py/arrow
pywhatkit is a Python library for automating tasks like sending WhatsApp messages, performing Google searches, and converting text to handwriting. It’s widely used for social media and web automation. GitHub URL: https://github.com/Ankit404butfound/PyWhatKit
FastText is a library created by Facebook AI Research for efficient text classification and representation learning. It is often used for tasks like word embedding and language identification, especially for large-scale NLP projects. GitHub URL: https://github.com/facebookresearch/fastText
Poetry is a dependency management and packaging tool for Python projects, simplifying the setup and management of project dependencies and virtual environments. It’s widely used for Python project development and distribution. GitHub URL: https://github.com/python-poetry/poetry
H5py is a Python library that provides an interface to HDF5 (Hierarchical Data Format), enabling storage and manipulation of large datasets. It’s commonly used in scientific computing, particularly for handling high-volume data. GitHub URL: https://github.com/h5py/h5py
NetworkX is a Python package for creating, analyzing, and visualizing complex networks and graphs. It’s frequently used in fields like sociology, biology, and computer science for graph-based data analysis. GitHub URL: https://github.com/networkx/networkx
Scapy is a powerful interactive packet manipulation library in Python, allowing for the crafting, sending, sniffing, and analysis of network packets. It’s widely used in network testing, security research, and protocol development. GitHub URL: https://github.com/secdev/scapy
PyCryptodome is a self-contained Python package of low-level cryptographic primitives, replacing the discontinued PyCrypto library. It’s used for implementing encryption, hashing, and cryptographic protocols. GitHub URL: https://github.com/Legrandin/pycryptodome
MLflow is an open-source platform for managing the end-to-end machine learning lifecycle, providing tools for experiment tracking, model deployment, and project organization. It’s widely used for coordinating machine learning workflows. GitHub URL: https://github.com/mlflow/mlflow
PyYAML is a Python library for parsing and serializing YAML, a human-readable data serialization format. It’s commonly used for configuration files and data exchange in Python applications. GitHub URL: https://github.com/yaml/pyyaml
Boto3 is the Python SDK for AWS, enabling developers to automate and interact with Amazon Web Services resources, including S3, EC2, and Lambda. It’s essential for managing cloud infrastructure in Python scripts. GitHub URL: https://github.com/boto/boto3
Fake-Factory (also known as Faker) is a Python library for generating random, fake data, useful in testing and development environments for creating realistic sample data without using production information. GitHub URL: https://github.com/joke2k/faker
Cupy is a Python library that provides an NVIDIA CUDA-accelerated computation interface similar to NumPy, allowing high-performance computations on GPU. It’s widely used in machine learning and scientific computing. GitHub URL: https://github.com/cupy/cupy
Requests-HTML is a Python library that extends Requests with support for parsing HTML and handling JavaScript, making it suitable for web scraping of dynamic websites. It integrates well with Beautiful Soup and PyQuery for HTML parsing. GitHub URL: https://github.com/psf/requests-html
Altair is a declarative statistical visualization library for Python based on Vega and Vega-Lite. It’s popular in data science for its concise syntax, allowing users to create complex visualizations with minimal code. GitHub URL: https://github.com/altair-viz/altair
WeasyPrint is a visual rendering engine for generating PDF files from HTML and CSS content, often used for creating reports and documents from web applications. It is widely used for generating print-quality PDFs. GitHub URL: https://github.com/Kozea/WeasyPrint
Pendulum is a Python library focused on simplifying datetime manipulation and time zone handling. It offers an intuitive and efficient approach to date operations and is designed as an alternative to the datetime module. GitHub URL: https://github.com/sdispater/pendulum
pydub is a Python library for manipulating audio with a simple interface for cutting, joining, and modifying audio files. It supports a variety of formats and is often used in audio processing applications. GitHub URL: https://github.com/jiaaro/pydub
TPOT (Tree-based Pipeline Optimization Tool) is an automated machine learning tool that optimizes machine learning pipelines using genetic programming. It’s commonly used to automate model selection and hyperparameter tuning. GitHub URL: https://github.com/EpistasisLab/tpot
Manim is an animation engine in Python for creating mathematically-themed animations, often used for educational videos to visualize concepts. It provides a powerful API for creating complex visualizations of mathematical concepts. GitHub URL: https://github.com/3b1b/manim
Asyncio is the Python standard library for asynchronous programming, providing tools for concurrent code using coroutines, event loops, and tasks. It’s essential for writing efficient, non-blocking applications. GitHub URL: https://docs.python.org/3/library/asyncio.html
Theano is a Python library for defining, optimizing, and evaluating mathematical expressions, especially with support for multi-dimensional arrays. Although no longer under active development, it is foundational in deep learning research. GitHub URL: https://github.com/Theano/Theano
Hyperopt is a Python library for hyperparameter optimization in machine learning models, using algorithms like random search, Tree of Parzen Estimators, and adaptive grid search. It is commonly used for automated model tuning. GitHub URL: https://github.com/hyperopt/hyperopt
Docopt is a command-line interface (CLI) library in Python that helps developers create user-friendly command-line applications. It automatically generates parsers based on a simple help message format, making CLI development straightforward. GitHub URL: https://github.com/docopt/docopt
retrying is a Python library that simplifies implementing retry logic in applications, enabling automatic retries for code that may fail due to transient issues. It’s commonly used in network-related applications and error handling. GitHub URL: https://github.com/rholder/retrying
Snakemake is a workflow management system for Python that simplifies the creation and execution of reproducible and scalable data analysis pipelines, especially in bioinformatics and research fields. GitHub URL: https://github.com/snakemake/snakemake
PyMC is a Python library for Bayesian modeling and probabilistic machine learning, allowing users to create complex statistical models with ease. It’s widely used in research for statistical inference and data analysis. GitHub URL: https://github.com/pymc-devs/pymc
FlashText is a fast keyword extraction library for Python that provides efficient search and replace operations for keywords in large text data. It’s especially useful in applications requiring rapid text manipulation. GitHub URL: https://github.com/vi3k6i5/flashtext
Rasa is an open-source conversational AI framework in Python used for building custom chatbots and voice assistants. It provides tools for natural language understanding (NLU) and dialogue management. GitHub URL: https://github.com/RasaHQ/rasa
Subprocess is a Python module that allows the creation and management of additional processes. It provides robust capabilities for handling system commands and process interaction, widely used for system-level scripting and automation. GitHub URL: https://docs.python.org/3/library/subprocess.html
tqdm is a Python library for creating progress bars in loops, making it easy to monitor the progress of long-running tasks. It’s often used in data science workflows and other iterative processes. GitHub URL: https://github.com/tqdm/tqdm
Pyglet is a Python library for developing games and multimedia applications, offering support for windowing, user input, and drawing 2D graphics. It’s frequently used for lightweight game development. GitHub URL: https://github.com/pyglet/pyglet
watchdog is a Python library that monitors file system events, allowing applications to react to file changes in real time. It’s widely used in automation, logging, and file handling applications. GitHub URL: https://github.com/gorakhargosh/watchdog
OpenAI Gym Retro is a Python library that allows reinforcement learning researchers to train algorithms on a diverse set of classic video games, leveraging the Gym interface. It’s often used in AI research for training agents on complex environments. GitHub URL: https://github.com/openai/retro
ImageAI is a Python library that simplifies computer vision tasks by providing ready-to-use AI models for object detection, image recognition, and video analysis. It’s particularly useful for developers new to machine learning. GitHub URL: https://github.com/OlafenwaMoses/ImageAI
Mido is a Python library for working with MIDI data, offering tools for reading, writing, and playing MIDI files. It’s widely used in music technology and sound synthesis applications. GitHub URL: https://github.com/mido/mido
librosa is a Python package for audio and music analysis, providing tools for feature extraction, visualization, and music information retrieval. It’s commonly used in machine learning for audio data processing. GitHub URL: https://github.com/librosa/librosa
Orange3 is an open-source Python data mining tool with visual programming and interactive data analysis workflows. It’s particularly popular in educational environments for teaching data science concepts. GitHub URL: https://github.com/biolab/orange3
pySerial is a Python library that provides easy access to serial ports for communicating with external hardware. It’s frequently used in embedded systems, IoT, and robotics for serial communication. GitHub URL: https://github.com/pyserial/pyserial
progressbar2 is a Python library for creating customizable progress bars in command-line interfaces. It’s commonly used for visualizing the progress of loops and long-running processes. GitHub URL: https://github.com/WoLpH/python-progressbar
textdistance is a Python library for comparing text similarity using various algorithms like Levenshtein, Jaccard, and Hamming. It’s used in NLP for text matching, clustering, and deduplication tasks. GitHub URL: https://github.com/life4/textdistance
SymEngine is a fast symbolic manipulation library for Python, developed as an alternative to SymPy for more performance-intensive applications in symbolic math and computational physics. GitHub URL: https://github.com/symengine/symengine.py
Fabric is a Python library for remote server management and automation, providing an interface to execute shell commands over SSH. It’s often used in deployment scripts and system administration. GitHub URL: https://github.com/fabric/fabric
pytesseract is a Python wrapper for Tesseract-OCR, allowing developers to perform optical character recognition (OCR) on images. It’s commonly used for text extraction in image processing workflows. GitHub URL: https://github.com/madmaze/pytesseract
bokeh-server is a component of the Bokeh visualization library that allows for creating interactive web-based dashboards with live data streaming capabilities. It’s used for real-time data visualization. GitHub URL: https://github.com/bokeh/bokeh
pynput is a Python library for controlling and monitoring input devices, like the keyboard and mouse. It’s often used in automation scripts and testing frameworks for simulating user interactions. GitHub URL: https://github.com/moses-palmer/pynput
SpeechRecognition is a Python library for performing speech-to-text conversions using various engines like Google Speech API and IBM Watson. It’s popular in voice-activated applications and natural language processing. GitHub URL: https://github.com/Uberi/speech_recognition
pywin32 provides Python bindings for Windows APIs, enabling access to native Windows functionalities like COM and Win32. It’s frequently used for automation and system administration tasks on Windows systems. GitHub URL: https://github.com/mhammond/pywin32
suds-py3 is a lightweight SOAP client library for Python 3, providing tools to interact with web services through SOAP-based APIs. It’s used for integrating with legacy web services. GitHub URL: https://github.com/suds-community/suds-py3
pylint is a static code analysis tool for Python, used to identify programming errors, enforce coding standards, and improve code quality. It’s commonly integrated in CI/CD pipelines for code quality checks. GitHub URL: https://github.com/PyCQA/pylint
pyotp is a Python library for generating and verifying one-time passwords (OTPs) using algorithms like TOTP and HOTP. It’s widely used in two-factor authentication systems. GitHub URL: https://github.com/pyauth/pyotp
pdf2image is a Python library for converting PDF files to PIL image objects. It’s used in document processing workflows where PDF pages need to be manipulated as images. GitHub URL: https://github.com/Belval/pdf2image
attrs is a Python library that simplifies the creation of classes by automatically generating initialization, representation, and comparison methods. It’s popular in data modeling and used in many Python projects to streamline class creation. GitHub URL: https://github.com/python-attrs/attrs
param is a Python library that provides a declarative syntax for defining parameters, making it easier to create configurable objects and applications. It’s often used in conjunction with visualization libraries like HoloViews and Panel for interactive data applications. GitHub URL: https://github.com/holoviz/param
h2 is a pure-Python implementation of the HTTP/2 protocol, enabling developers to add HTTP/2 support in their applications without relying on external libraries. It’s useful in scenarios requiring low-level control over HTTP/2 communication. GitHub URL: https://github.com/python-hyper/h2
pymc-learn is a Python library that combines PyMC3 with Scikit-Learn for probabilistic machine learning, allowing developers to incorporate Bayesian inference into machine learning models. It’s especially useful for uncertainty estimation. GitHub URL: https://github.com/pymc-learn/pymc-learn
dataclasses-json is a Python library that provides JSON serialization and deserialization capabilities for dataclasses, allowing developers to easily convert between JSON and dataclass objects. It’s widely used in API development. GitHub URL: https://github.com/lidatong/dataclasses-json
subprocess32 is a backport of the Python 3 subprocess module for Python 2.7, providing improved process management functionality. It’s used in legacy Python 2 projects that require advanced subprocess handling. GitHub URL: https://github.com/google/python-subprocess32
mock is a library in Python for creating mock objects, primarily used in testing to simulate and control the behavior of complex objects. Mock is a standard testing tool integrated into the unittest module in Python 3.3 and above. GitHub URL: https://github.com/testing-cabal/mock
dash-bootstrap-components is a library that provides Bootstrap components for Dash, allowing developers to create responsive and visually appealing web applications with ease. It’s widely used for creating dashboards with a polished look. GitHub URL: https://github.com/facultyai/dash-bootstrap-components
bcrypt is a Python library for hashing passwords, implementing the bcrypt hashing function. It’s commonly used in web applications for securely storing user passwords. GitHub URL: https://github.com/pyca/bcrypt
Flask-RESTful is an extension for Flask that simplifies the creation of REST APIs, providing tools for routing, request parsing, and response formatting. It’s often used for building API backends in Flask applications. GitHub URL: https://github.com/flask-restful/flask-restful
python-slugify is a library in Python that converts strings into URL-friendly slugs, useful for creating clean URLs in web applications by removing spaces, punctuation, and other non-URL-friendly characters. GitHub URL: https://github.com/un33k/python-slugify
PyCaret is a low-code machine learning library in Python that simplifies model training, tuning, and deployment, making it accessible to non-experts in data science. It’s used for fast experimentation with machine learning workflows. GitHub URL: https://github.com/pycaret/pycaret
pathlib2 is a backport of the pathlib module from Python 3 to Python 2, providing object-oriented file system paths. It’s essential in legacy projects needing modern path manipulation features. GitHub URL: https://github.com/mcmtroffaes/pathlib2
pycryptodome is a self-contained Python package of low-level cryptographic primitives, offering features like encryption, decryption, and hashing. It’s widely used in applications requiring secure data handling. GitHub URL: https://github.com/Legrandin/pycryptodome
asciimatics is a Python library for creating full-screen text UIs and ASCII art animations. It’s often used for building text-based applications and prototyping simple CLI interfaces. GitHub URL: https://github.com/peterbrittain/asciimatics
Pyfiglet is a Python library for converting text into ASCII art with various font styles, making it popular in CLI applications for stylized headers and decorative text. GitHub URL: https://github.com/pwaller/pyfiglet
feedparser is a Python library for parsing RSS and Atom feeds, making it simple to fetch and handle news feeds and web content updates. It’s often used in content aggregation applications. GitHub URL: https://github.com/kurtmckee/feedparser
pydantic is a Python library for data validation using type annotations, often used in FastAPI for parsing and validating request data. It allows for easy creation of data models with strong type support. GitHub URL: https://github.com/pydantic/pydantic
pandas-profiling generates detailed profiling reports from a pandas DataFrame, providing statistics, distributions, and correlations for data exploration. It’s useful for initial data analysis in data science projects. GitHub URL: https://github.com/pandas-profiling/pandas-profiling
deap is a Python library for evolutionary algorithms, offering tools for genetic programming, genetic algorithms, and evolutionary strategies. It’s commonly used in optimization and computational biology research. GitHub URL: https://github.com/DEAP/deap
pyshorteners is a Python library that interfaces with popular URL shorteners, allowing users to easily create shortened URLs programmatically. It’s often used in applications needing URL length reduction for sharing purposes. GitHub URL: https://github.com/ellisonleao/pyshorteners
Cerberus is a lightweight, extensible data validation library for Python, enabling schema-based validation of complex data structures. It’s often used in API development to validate incoming JSON payloads. GitHub URL: https://github.com/pyeve/cerberus
marshmallow is an object serialization library for Python, converting complex data types to and from Python data types, particularly useful for Flask and Django API projects. GitHub URL: https://github.com/marshmallow-code/marshmallow
Flask-Mail is an extension for Flask that provides an interface for sending emails from Flask applications. It’s used for implementing email-based features like user verification and notifications. GitHub URL: https://github.com/mattupstate/flask-mail
loguru is a Python library designed to simplify logging with a focus on easy configuration and better readability. It’s used in applications requiring efficient logging with minimal setup. GitHub URL: https://github.com/Delgan/loguru
Pendulum is a Python library for easy and intuitive datetime manipulation, offering enhanced timezone and date handling compared to datetime. It’s commonly used in projects needing robust date and time functionalities. GitHub URL: https://github.com/sdispater/pendulum
pytest-mock is a pytest plugin that provides support for mocking objects in tests using unittest.mock, streamlining test creation in projects with complex dependencies. GitHub URL: https://github.com/pytest-dev/pytest-mock
Flask-SocketIO is an extension for Flask that enables WebSocket communication, allowing real-time bidirectional communication between clients and servers. It’s popular in chat applications and live notifications. GitHub URL: https://github.com/miguelgrinberg/Flask-SocketIO
Praw is the Python Reddit API Wrapper, enabling programmatic interaction with Reddit's API to retrieve and post content. It’s commonly used in applications involving social media data analysis. GitHub URL: https://github.com/praw-dev/praw
web3.py is a Python library for interacting with the Ethereum blockchain, allowing developers to send transactions, interact with smart contracts, and retrieve data from the blockchain. GitHub URL: https://github.com/ethereum/web3.py
redis-py is a Python client for Redis, enabling Python applications to interact with Redis for caching, pub/sub, and real-time data handling. It’s widely used in applications requiring high-performance data storage. GitHub URL: https://github.com/redis/redis-py
Unittest is a Python standard library module for testing code, providing tools to create and run tests, including assertions and test case management. It’s commonly used for unit testing in Python projects. GitHub URL: https://docs.python.org/3/library/unittest.html
PyPDF4 is a Python library for manipulating PDF files, allowing operations like merging, splitting, and extracting text. It’s used in workflows requiring automated PDF handling. GitHub URL: https://github.com/claird/PyPDF4
GeoPandas extends pandas to support geographic data by adding geometry data types and enabling spatial operations, making it essential in GIS and geospatial data analysis. GitHub URL: https://github.com/geopandas/geopandas
Django Rest Framework (DRF) is an extension of Django for building powerful and flexible REST APIs. It provides tools for request parsing, authentication, and response handling, making it a popular choice for API development. GitHub URL: https://github.com/encode/django-rest-framework
Selenium is a Python library for automating web browsers, enabling tasks like web scraping, testing, and automating repetitive actions in web applications. It’s widely used for browser automation. GitHub URL: https://github.com/SeleniumHQ/selenium
mlxtend (Machine Learning Extensions) is a Python library that provides additional utilities for machine learning, such as feature selection, ensemble methods, and evaluation metrics, complementing Scikit-Learn. GitHub URL: https://github.com/rasbt/mlxtend
termcolor is a Python library for adding color and text attributes to terminal output, enhancing the readability and aesthetics of command-line applications. It’s often used in CLI tools to highlight key information. GitHub URL: https://github.com/hattorihanzo/termcolor
pdfminer.six is a Python library for extracting text from PDF documents, specializing in layout analysis. It’s frequently used in text extraction and document processing workflows. GitHub URL: https://github.com/pdfminer/pdfminer.six
PyJWT is a Python library for encoding and decoding JSON Web Tokens (JWTs), widely used in web applications to implement secure authentication and authorization. GitHub URL: https://github.com/jpadilla/pyjwt
networkx-metis is an extension of NetworkX that provides access to METIS, a graph partitioning and clustering library, used for tasks like graph clustering and community detection in large networks. GitHub URL: https://github.com/networkx/networkx-metis
asyncpg is a Python library for interacting with PostgreSQL databases asynchronously, providing fast, efficient database connections for high-performance applications. It’s commonly used in asyncio-based projects requiring database access. GitHub URL: https://github.com/MagicStack/asyncpg
sh is a full-fledged Python subprocess interface, allowing seamless execution of shell commands from within Python scripts with a more intuitive syntax. It’s widely used in scripting and automation. GitHub URL: https://github.com/amoffat/sh
pyspark is the Python API for Apache Spark, enabling Python developers to perform distributed data processing and machine learning on big data. It’s popular in data engineering and data science. GitHub URL: https://github.com/apache/spark
Bottleneck is a high-performance Python library that speeds up NumPy array operations, focusing on functions like mean, median, and nanmean. It’s useful for optimizing data manipulation workflows. GitHub URL: https://github.com/pydata/bottleneck
BeautifulTable is a Python library that enables the creation of formatted tables in the terminal, making it easier to display tabular data neatly in CLI applications. GitHub URL: https://github.com/pri22296/beautifultable
hypothesis is a Python library for property-based testing, generating test cases automatically to find edge cases and bugs. It’s used in rigorous testing environments to improve test coverage. GitHub URL: https://github.com/HypothesisWorks/hypothesis
xhtml2pdf is a Python library for converting HTML and CSS to PDF, allowing developers to generate PDF reports and documents directly from web content. It’s often used for server-side document generation. GitHub URL: https://github.com/xhtml2pdf/xhtml2pdf
maya is a Python library for handling dates and times with an emphasis on simplicity and human-friendly formatting, making datetime manipulation easier for developers. GitHub URL: https://github.com/timofurrer/maya
IPython provides an enhanced Python interactive shell with additional features like inline plotting, better exception handling, and code completion, widely used in data science and interactive computing. GitHub URL: https://github.com/ipython/ipython
pyqtgraph is a Python graphics library built on PyQt and NumPy, designed for real-time plotting and interactive visualizations. It’s popular in scientific and engineering applications requiring fast rendering. GitHub URL: https://github.com/pyqtgraph/pyqtgraph
xlrd is a Python library for reading data from Excel files, particularly those in .xls format, making it useful in data analysis workflows that involve Excel integration. GitHub URL: https://github.com/python-excel/xlrd
fastapi-users is an extension for FastAPI that simplifies user authentication, providing ready-to-use tools for handling registration, login, and session management in FastAPI applications. GitHub URL: https://github.com/fastapi-users/fastapi-users
pyomo is a Python library for formulating and solving mathematical optimization models, often used in operations research for linear and integer programming problems. GitHub URL: https://github.com/Pyomo/pyomo
pydub is a Python library for audio processing, allowing for manipulation of audio files, including cutting, concatenating, and adjusting volume. It supports various file formats and is popular in media applications. GitHub URL: https://github.com/jiaaro/pydub
sqlobject is an Object-Relational Mapper (ORM) for Python that provides a high-level interface to interact with databases, particularly useful in projects where SQL abstraction is required. GitHub URL: https://github.com/sqlobject/sqlobject
Flask-Admin is an extension for Flask that provides an admin interface, allowing developers to create dashboards and manage application data without writing extensive backend code. GitHub URL: https://github.com/flask-admin/flask-admin
rpy2 is a Python interface to the R programming language, allowing users to run R code within Python and perform complex statistical analyses using R libraries. GitHub URL: https://github.com/rpy2/rpy2
s3fs is a Python library that provides a convenient filesystem interface to Amazon S3, allowing for easy interaction with S3 buckets and objects in Python scripts. GitHub URL: https://github.com/dask/s3fs
panel is a high-level app and dashboarding solution for Python, making it easy to create web applications and interactive dashboards using popular data visualization libraries like Bokeh and Matplotlib. GitHub URL: https://github.com/holoviz/panel
Nuitka is a Python compiler that converts Python code into C or C++ executables, improving runtime performance and enabling code obfuscation. It’s often used for performance optimization in Python applications. GitHub URL: https://github.com/Nuitka/Nuitka
pymdown-extensions is a collection of extensions for the Python-Markdown library, adding features like tables, emojis, and custom styling options, widely used in Markdown-based documentation projects. GitHub URL: https://github.com/facelessuser/pymdown-extensions
asyncssh is an asynchronous SSH library for Python, providing SSH client and server functionality, often used for network automation and secure file transfers in asyncio-based applications. GitHub URL: https://github.com/ronf/asyncssh
python-telegram-bot is a Python library for creating Telegram bots, providing an easy-to-use interface to the Telegram Bot API. It’s popular for automating interactions on Telegram. GitHub URL: https://github.com/python-telegram-bot/python-telegram-bot
PySide2 is a Python binding for the Qt application framework, enabling developers to create cross-platform GUIs. It’s widely used in desktop application development and is the official alternative to PyQt. GitHub URL: https://github.com/qtproject/pyside2
pikepdf is a Python library for working with PDF files, providing capabilities to read, write, merge, and manipulate PDFs. It’s built on qpdf and is commonly used in automated document processing. GitHub URL: https://github.com/pikepdf/pikepdf
jupyterlab is the next-generation Jupyter Notebook interface, offering a more flexible and powerful environment for interactive computing with support for extensions and rich data visualizations. GitHub URL: https://github.com/jupyterlab/jupyterlab
webcolors is a small Python library that converts color names to RGB and hexadecimal formats, used in web development and applications that require color conversions. GitHub URL: https://github.com/ubernostrum/webcolors
pytube is a Python library for downloading videos from YouTube, supporting a range of formats and resolutions. It’s commonly used in media-related applications for video download automation. GitHub URL: https://github.com/pytube/pytube
pylibmc is a Python wrapper for libmemcached, allowing for fast interaction with Memcached servers. It’s used to implement caching in web applications, improving data retrieval speeds. GitHub URL: https://github.com/lericson/pylibmc
openpyxl is a Python library for reading and writing Excel files (particularly .xlsx format), enabling data manipulation and reporting from spreadsheets in data processing workflows. GitHub URL: https://github.com/openpyxl/openpyxl
xgboost is a Python library that provides an optimized implementation of gradient boosting for machine learning, known for its speed and performance in tabular data tasks. It’s widely used in predictive modeling and competitions. GitHub URL: https://github.com/dmlc/xgboost
pyserial is a Python library for serial communication, allowing access to and control over COM ports. It’s commonly used in embedded systems, IoT, and robotics for interfacing with hardware. GitHub URL: https://github.com/pyserial/pyserial
mplfinance is a Python library for financial data visualization, built on Matplotlib, enabling users to plot candlestick, volume, and moving averages for financial analysis. GitHub URL: https://github.com/matplotlib/mplfinance
pytorch-lightning is a PyTorch-based framework that simplifies deep learning model training, providing abstractions for managing training loops, logging, and scaling. It’s popular for organizing complex PyTorch code. GitHub URL: https://github.com/Lightning-AI/lightning
apache-beam is a unified programming model for data processing, supporting batch and streaming data, often used with Google Cloud’s data processing tools. It’s designed for scalable data pipelines. GitHub URL: https://github.com/apache/beam
pylint is a Python static code analysis tool that checks for errors in Python code, enforces coding standards, and suggests improvements. It’s often integrated into CI/CD workflows for code quality assurance. GitHub URL: https://github.com/PyCQA/pylint
boto3-stubs provides type annotations for boto3, the Python AWS SDK, allowing for better code completion and error checking in AWS-based Python projects. GitHub URL: https://github.com/vemel/boto3_stubs
PyPortfolioOpt is a Python library for financial portfolio optimization, providing tools to implement the Markowitz portfolio theory and optimize for metrics like Sharpe ratio. GitHub URL: https://github.com/robertmartin8/PyPortfolioOpt
Nose2 is a testing framework for Python that extends unittest with additional features like test discovery, plugins, and output formatting. It’s used to simplify unit testing in Python projects. GitHub URL: https://github.com/nose-devs/nose2
pynvml is a Python binding to the NVIDIA Management Library, providing information and control over NVIDIA GPUs, making it useful for managing GPU resources in machine learning and deep learning projects. GitHub URL: https://github.com/gpuopenanalytics/pynvml
cryptography is a Python library providing cryptographic recipes and primitives for secure data encryption, including key generation, symmetric encryption, and SSL/TLS management. It’s widely used for secure communications and data protection. GitHub URL: https://github.com/pyca/cryptography
feather-format is a Python library for reading and writing the Feather binary file format, designed for efficient data interchange between Python and R. It’s popular in data science workflows for quick data serialization. GitHub URL: https://github.com/wesm/feather
datatable is a high-performance Python library for data manipulation, offering similar functionality to pandas but optimized for larger datasets and faster operations. GitHub URL: https://github.com/h2oai/datatable
pyglet is a Python library for developing games and multimedia applications, providing tools for windowing, graphics, and user input. It’s commonly used in 2D game development and multimedia projects. GitHub URL: https://github.com/pyglet/pyglet
rasterio is a Python library for reading and writing geospatial raster data, built on GDAL. It’s widely used in remote sensing, GIS, and spatial data analysis. GitHub URL: https://github.com/mapbox/rasterio
seaborn is a data visualization library built on Matplotlib for statistical graphics, providing easy ways to create complex plots like heatmaps and violin plots. It’s commonly used in data science for exploratory data analysis. GitHub URL: https://github.com/mwaskom/seaborn
petl (Python ETL) is a Python library for simple Extract, Transform, Load (ETL) data processing, providing utilities for transforming tabular data. It’s useful for preparing data for analysis. GitHub URL: https://github.com/petl-developers/petl
isort is a Python utility that automatically sorts imports, improving code readability and organization. It’s often used in conjunction with code formatters like black. GitHub URL: https://github.com/PyCQA/isort
PyGithub is a Python library for interacting with the GitHub API, enabling automation of tasks such as creating issues, forking repositories, and retrieving data from GitHub. GitHub URL: https://github.com/PyGithub/PyGithub
tinydb is a lightweight, document-oriented NoSQL database in Python with a simple JSON storage format. It’s often used in applications that require minimal database management. GitHub URL: https://github.com/msiemens/tinydb
Peewee is a small, expressive ORM for Python that simplifies database interaction through a high-level query interface. It’s suitable for applications where a lightweight ORM is sufficient. GitHub URL: https://github.com/coleifer/peewee
Fire is a Python library from Google that automatically generates command-line interfaces (CLI) from Python code, making it easier to create and test command-line utilities. GitHub URL: https://github.com/google/python-fire
Numba is a Python compiler that translates NumPy-based code into optimized machine code, improving the performance of numerical and scientific computations. It’s commonly used in data science and scientific computing. GitHub URL: https://github.com/numba/numba
Testcontainers-python is a Python library for running integration tests with containerized environments, leveraging Docker containers to simplify testing with real database and service dependencies. GitHub URL: https://github.com/testcontainers/testcontainers-python
google-auth is a Python library for authenticating with Google services, supporting various authentication protocols such as OAuth2, JWT, and Service Account credentials. It’s essential for applications interacting with Google Cloud. GitHub URL: https://github.com/googleapis/google-auth-library-python
NiftyNet is a deep learning platform for medical imaging, providing pre-trained models and tools for segmentation, registration, and classification tasks. It’s commonly used in medical AI research. GitHub URL: https://github.com/NifTK/NiftyNet
aiohttp is an asynchronous HTTP client and server library for Python, enabling high-performance asynchronous web applications and RESTful APIs. It’s commonly used for non-blocking web service communication. GitHub URL: https://github.com/aio-libs/aiohttp
Pygame Zero is a beginner-friendly game development library built on Pygame, designed to make game development accessible to new coders with simplified setup and coding syntax. GitHub URL: https://github.com/lordmauve/pgzero
ibis is a Python framework for performing analytical queries with a pandas-like syntax, optimized for big data processing engines like Apache Spark and BigQuery. It’s used for scalable analytics. GitHub URL: https://github.com/ibis-project/ibis
pylxd is a Python client for LXD, the next-generation container and VM manager from Canonical. It’s used for managing containers programmatically in environments requiring virtualized application deployment. GitHub URL: https://github.com/lxc/pylxd
pipenv is a Python tool that combines package management and virtual environment management, simplifying dependency management and ensuring reproducible builds. It’s commonly used in development workflows. GitHub URL: https://github.com/pypa/pipenv
dash-core-components is an extension for Dash that provides a wide range of UI components, such as sliders, dropdowns, and graphs, enabling developers to build interactive web applications with ease. GitHub URL: https://github.com/plotly/dash-core-components
ml-agents is a Unity Python API for training reinforcement learning agents in Unity environments, often used in AI research and game development. It allows developers to integrate machine learning into game simulations. GitHub URL: https://github.com/Unity-Technologies/ml-agents
scrapyd is a Python service for running and managing Scrapy spiders, designed to facilitate deployment, scheduling, and monitoring of web scraping tasks on a server. GitHub URL: https://github.com/scrapy/scrapyd
pyTelegramBotAPI is a Python wrapper for the Telegram Bot API, simplifying the process of building bots that interact with Telegram users. It’s popular for creating chatbots with interactive commands. GitHub URL: https://github.com/eternnoir/pyTelegramBotAPI
paramiko is a Python library for SSH and SFTP connections, allowing secure remote command execution and file transfers. It’s widely used in network automation and server management. GitHub URL: https://github.com/paramiko/paramiko
geopy is a Python library for geocoding and working with geographic coordinates, supporting multiple geocoding services such as Google Maps and OpenStreetMap. It’s useful in location-based applications. GitHub URL: https://github.com/geopy/geopy
pyarrow is a Python library that provides an interface to the Apache Arrow in-memory columnar storage format, facilitating fast data interchange between big data frameworks like pandas, Spark, and Parquet. GitHub URL: https://github.com/apache/arrow
KivyMD is a Python library that provides a set of Material Design components for the Kivy framework, making it easy to create modern, touch-friendly applications with Material UI elements. GitHub URL: https://github.com/kivymd/KivyMD
pandasql allows users to query pandas DataFrames using SQL syntax, making data manipulation more intuitive for those familiar with SQL. It’s commonly used in data analysis workflows. GitHub URL: https://github.com/yhat/pandasql
gTTS (Google Text-to-Speech) is a Python library that interfaces with Google’s Text-to-Speech API, enabling conversion of text into spoken audio in various languages. It’s often used in applications requiring audio output of text data. GitHub URL: https://github.com/pndurette/gTTS
Flask-Caching is an extension for Flask that adds caching capabilities to Flask applications, providing support for caching backends like Redis and Memcached. It’s commonly used for improving performance by storing reusable data. GitHub URL: https://github.com/pallets-eco/flask-caching
Celery-Beat is an add-on scheduler for Celery that enables periodic task scheduling, making it useful for running tasks at specific intervals in asynchronous applications. GitHub URL: https://github.com/celery/django-celery-beat
m3u8 is a Python library for parsing and generating M3U8 playlists, often used in streaming media applications to manage playlists for HLS (HTTP Live Streaming) video content. GitHub URL: https://github.com/globocom/m3u8
moviepy is a Python library for video editing, supporting functions like cutting, concatenating, and applying effects to video files. It’s commonly used for automating video processing tasks. GitHub URL: https://github.com/Zulko/moviepy
streamlink is a Python command-line utility that extracts video streams from online sources and pipes them into a video player, often used for accessing live streams without a web browser. GitHub URL: https://github.com/streamlink/streamlink
Flask-Bcrypt is an extension for Flask that simplifies password hashing using the Bcrypt algorithm, enhancing security in web applications that require password storage. GitHub URL: https://github.com/maxcountryman/flask-bcrypt
Fiona is a Python library for reading and writing geospatial data files, like shapefiles, using GDAL. It’s commonly used in GIS and geospatial data processing applications. GitHub URL: https://github.com/Toblerity/Fiona
lxml is a Python library for XML and HTML parsing, built on libxml2 and libxslt, offering fast and flexible tools for processing XML documents. It’s widely used for web scraping and data extraction. GitHub URL: https://github.com/lxml/lxml
kornia is a Python library for computer vision tasks built on PyTorch, providing image processing and transformation functions for deep learning applications. It’s commonly used in data augmentation and image preprocessing. GitHub URL: https://github.com/kornia/kornia
Modin is a Python library designed to scale pandas workflows by distributing operations across multiple cores or machines, enabling faster data manipulation on large datasets. It’s popular in big data processing. GitHub URL: https://github.com/modin-project/modin
Pendulum is an intuitive Python library for date and time manipulation, providing enhanced timezone handling and making datetime operations more user-friendly. GitHub URL: https://github.com/sdispater/pendulum
pyOpenSSL is a Python wrapper around a subset of the OpenSSL library, enabling SSL/TLS functionality, particularly useful for secure web communications and certificate management. GitHub URL: https://github.com/pyca/pyopenssl
Statsmodels is a Python library for statistical modeling and hypothesis testing, providing tools for linear and nonlinear models, among other statistical tests. It’s widely used in academic research and data analysis. GitHub URL: https://github.com/statsmodels/statsmodels
Poetry is a dependency management and packaging tool for Python projects, streamlining the process of dependency resolution and virtual environment management. It’s popular in modern Python development. GitHub URL: https://github.com/python-poetry/poetry
Panel is a high-level dashboarding library in Python for creating interactive data visualizations and applications, integrating with tools like Bokeh and Matplotlib. GitHub URL: https://github.com/holoviz/panel
Dash-Extensions is an add-on for Dash that provides extra functionality such as caching, enhanced callbacks, and performance optimization for creating more dynamic Dash applications. GitHub URL: https://github.com/thedirtyfew/dash-extensions
smdebug (SageMaker Debugger) is a library for debugging and monitoring machine learning models during training on Amazon SageMaker, allowing insights into model performance and optimization. GitHub URL: https://github.com/awslabs/sagemaker-debugger
ChatterBot is a machine learning-based conversational dialog engine for Python that enables the creation of customizable chatbots capable of generating automated responses. GitHub URL: https://github.com/gunthercox/ChatterBot
neptune-client is a Python library for managing and tracking machine learning experiments, providing a streamlined interface for logging and organizing experiment metadata. GitHub URL: https://github.com/neptune-ai/neptune-client
Plotly is an interactive graphing library for Python, enabling the creation of a wide variety of charts, including line plots, scatter plots, and 3D graphs. It’s widely used in data visualization for web applications. GitHub URL: https://github.com/plotly/plotly.py
boto is the original Python interface to Amazon Web Services, providing tools for interacting with AWS services such as S3, EC2, and DynamoDB. It’s useful for cloud management and automation. GitHub URL: https://github.com/boto/boto
pyttsx3 is a Python library that converts text to speech (TTS) offline, supporting multiple voices and speech parameters. It’s often used in applications requiring local audio output without internet dependencies. GitHub URL: https://github.com/nateshmbhat/pyttsx3
pyforest is a Python library that automatically imports popular data science libraries, such as pandas, NumPy, and matplotlib, reducing import boilerplate in data analysis scripts. GitHub URL: https://github.com/man-group/pyforest
python-dotenv is a Python library for managing environment variables through .env files, simplifying the handling of secrets and configuration variables in applications. GitHub URL: https://github.com/theskumar/python-dotenv
pyqrcode is a Python library for generating QR codes, providing an easy way to create QR code images in applications. It’s commonly used for encoding URLs and other short strings. GitHub URL: https://github.com/mnooner256/pyqrcode
fakeredis is a Python library that provides a mock Redis server for testing purposes, allowing developers to run tests without connecting to a live Redis instance. It’s useful in unit testing. GitHub URL: https://github.com/cunla/fakeredis
gym is an open-source toolkit for developing and comparing reinforcement learning algorithms, providing a standardized interface and a wide array of environments for testing. GitHub URL: https://github.com/openai/gym
maya is a Python library that simplifies datetime handling, offering intuitive ways to work with dates and times, including parsing and timezone management. GitHub URL: https://github.com/timofurrer/maya
sqlalchemy-migrate is a schema migration tool for SQLAlchemy, allowing for database schema changes in Python applications. It’s commonly used in web applications requiring database versioning. GitHub URL: https://github.com/openstack/sqlalchemy-migrate
scikit-image is a Python library for image processing, providing algorithms for segmentation, color manipulation, and feature detection. It’s widely used in scientific and medical image analysis. GitHub URL: https://github.com/scikit-image/scikit-image
nltk (Natural Language Toolkit) is a leading library for natural language processing (NLP) in Python, offering tools for tokenization, parsing, and sentiment analysis. It’s widely used in text analysis and linguistic research. GitHub URL: https://github.com/nltk/nltk
pyinstrument is a Python profiler that provides insights into code performance, focusing on which parts of code are slowing down execution. It’s often used for optimizing Python applications. GitHub URL: https://github.com/joerick/pyinstrument
dataclasses-json is a Python library for JSON serialization and deserialization of dataclasses, allowing seamless conversion between JSON and structured data objects. It’s useful in API development and data modeling. GitHub URL: https://github.com/lidatong/dataclasses-json
apscheduler is a Python library for scheduling tasks, supporting cron-like schedules, intervals, and specific time-based executions. It’s often used in web applications and automation scripts. GitHub URL: https://github.com/agronholm/apscheduler
gspread is a Python API for Google Sheets, allowing developers to read, write, and manipulate spreadsheet data directly from Python code. It’s popular for data extraction and automated reporting tasks. GitHub URL: https://github.com/burnash/gspread
python-Levenshtein is a Python library for calculating Levenshtein distance, a metric for measuring the difference between two sequences. It’s commonly used in text matching and error detection applications. GitHub URL: https://github.com/ztane/python-Levenshtein
pyro is a Python library for deep probabilistic modeling, built on PyTorch, enabling users to define and train complex Bayesian models. It’s widely used in research for probabilistic programming. GitHub URL: https://github.com/pyro-ppl/pyro
aiofiles is a Python library for handling asynchronous file operations, designed to work with asyncio for efficient file I/O in asynchronous applications. GitHub URL: https://github.com/Tinche/aiofiles
ruamel.yaml is an enhanced YAML parser and emitter for Python, supporting round-trip parsing and preserving comments. It’s often used in configuration management and data serialization. GitHub URL: https://github.com/pycontribs/ruamel.yaml
pydantic is a data validation library in Python, leveraging type hints for parsing and validating data structures. It’s widely used in FastAPI for request validation and data modeling. GitHub URL: https://github.com/pydantic/pydantic
ujson (UltraJSON) is a fast JSON encoder and decoder for Python, optimized for performance. It’s commonly used in applications requiring high-speed JSON parsing. GitHub URL: https://github.com/ultrajson/ultrajson
xmltodict is a Python library that simplifies XML parsing by converting XML data into dictionary format, making XML handling more Pythonic and easy to work with. GitHub URL: https://github.com/martinblech/xmltodict
pylink is a Python client for J-Link, providing tools for debugging and programming microcontrollers via SEGGER J-Link devices. It’s popular in embedded systems development. GitHub URL: https://github.com/ehntoo/pylink
Flask-JWT-Extended is an extension for Flask that simplifies implementing JSON Web Token (JWT) authentication, providing tools for creating, refreshing, and managing tokens. GitHub URL: https://github.com/vimalloc/flask-jwt-extended
pysftp is a Python library for secure file transfer over SFTP, providing an easy-to-use interface for uploading, downloading, and managing files on remote servers. GitHub URL: https://github.com/pysftp/pysftp
ImageHash is a Python library for perceptual hashing of images, allowing comparison and detection of similar images. It’s commonly used in applications that require image matching or deduplication. GitHub URL: https://github.com/JohannesBuchner/imagehash
logbook is a Python logging library that provides a more modern and flexible approach to logging, designed as an alternative to the standard logging module with a focus on ease of use. GitHub URL: https://github.com/getlogbook/logbook
SQLAlchemy-Utils is an extension of SQLAlchemy that provides additional utilities like data types, validation, and functions to simplify database management. GitHub URL: https://github.com/kvesteri/sqlalchemy-utils
hyperopt is a Python library for performing hyperparameter optimization, utilizing algorithms like Tree of Parzen Estimators and random search to optimize machine learning models. GitHub URL: https://github.com/hyperopt/hyperopt
Pillow is a Python imaging library that extends the capabilities of the original PIL, providing image processing features such as cropping, resizing, and filtering. It’s widely used in applications requiring image manipulation. GitHub URL: https://github.com/python-pillow/Pillow
pytest-cov is a pytest plugin for measuring code coverage, integrating with tools like coverage.py to track which parts of code are exercised by tests. It’s commonly used to ensure test coverage in Python projects. GitHub URL: https://github.com/pytest-dev/pytest-cov
flasgger is a Flask extension that enables Swagger UI integration for Flask APIs, automatically generating interactive API documentation based on specifications. GitHub URL: https://github.com/flasgger/flasgger
pycountry is a Python library that provides information about countries, languages, and other geographic and cultural data, often used in applications requiring standardized location or language codes. GitHub URL: https://github.com/flyingcircusio/pycountry
SQLAlchemy-Migrate is a schema migration tool that adds database migration capabilities to SQLAlchemy, allowing developers to version and manage schema changes easily. GitHub URL: https://github.com/openstack/sqlalchemy-migrate
cufflinks links plotly with pandas, enabling quick and interactive plotting directly from pandas DataFrames, making it easy to create visualizations with minimal code. GitHub URL: https://github.com/santosjorge/cufflinks
dm-tree is a Python library for manipulating nested data structures, useful in machine learning workflows for managing structured data within arrays, dictionaries, and tuples. GitHub URL: https://github.com/deepmind/tree
fakeredis-py is a mock implementation of a Redis server for testing purposes, allowing developers to test Redis-based functionality without connecting to an actual server. GitHub URL: https://github.com/cunla/fakeredis-py
python-barcode is a library for generating barcodes in Python, supporting various formats like EAN-13 and Code128. It’s commonly used in applications that require automated barcode generation. GitHub URL: https://github.com/WhyNotHugo/python-barcode
mimesis is a Python library for generating fake data, similar to Faker, providing tools for creating realistic data like names, addresses, and email addresses for testing and development. GitHub URL: https://github.com/lk-geimfari/mimesis
scapy is a Python library for network packet manipulation, enabling packet crafting, sending, sniffing, and analysis. It’s widely used in network research, testing, and security. GitHub URL: https://github.com/secdev/scapy
pyusb is a Python library for USB access, providing a simple interface for communicating with USB devices, often used in hardware projects and embedded systems. GitHub URL: https://github.com/pyusb/pyusb
Flask-CORS is an extension for Flask that simplifies the handling of CORS (Cross-Origin Resource Sharing) in Flask applications, enabling secure API access across different domains. GitHub URL: https://github.com/corydolphin/flask-cors
pyzbar is a Python library that reads barcodes and QR codes from images, providing a simple interface for decoding information from visual codes. It’s commonly used in document processing and retail applications. GitHub URL: https://github.com/NaturalHistoryMuseum/pyzbar
cryptography is a comprehensive Python library for cryptographic operations, offering tools for encryption, decryption, and digital signatures. It’s widely used for implementing security features in applications. GitHub URL: https://github.com/pyca/cryptography
streamz is a Python library for streaming data processing, providing tools for handling real-time data, and integrating with libraries like pandas and Dask. It’s used in applications requiring live data manipulation. GitHub URL: https://github.com/python-streamz/streamz
soundfile is a Python library for reading and writing sound files, supporting formats like WAV and FLAC. It’s often used in audio processing and scientific applications involving sound analysis. GitHub URL: https://github.com/bastibe/python-soundfile
pywebview allows Python applications to render web content in a native window, providing a lightweight solution for building GUI applications with HTML/CSS frontends. GitHub URL: https://github.com/r0x0r/pywebview
mocket is a Python library for socket mocking, enabling the simulation of network requests in tests without relying on real external connections. It’s useful for testing network interactions. GitHub URL: https://github.com/mindflayer/python-mocket
neo4j-python-driver is an official Python driver for Neo4j, providing an interface to interact with Neo4j graph databases. It’s used in applications that require advanced graph data storage and querying. GitHub URL: https://github.com/neo4j/neo4j-python-driver
Tweepy is a Python library for accessing the Twitter API, allowing developers to easily retrieve and post tweets, manage user data, and interact with Twitter’s social graph. It’s popular for building Twitter bots and data analysis applications. GitHub URL: https://github.com/tweepy/tweepy
async-timeout is a small utility for managing timeouts in asynchronous Python applications, allowing developers to handle long-running tasks within specified time limits. It’s often used with asyncio. GitHub URL: https://github.com/aio-libs/async-timeout
FuzzyWuzzy is a Python library for string matching using fuzzy logic, which calculates similarity ratios between sequences. It’s commonly used for data deduplication, search functionality, and natural language processing. GitHub URL: https://github.com/seatgeek/fuzzywuzzy
pydrive is a Python wrapper for the Google Drive API, providing a simple interface to upload, download, and manage files on Google Drive. It’s useful in applications requiring automated cloud storage management. GitHub URL: https://github.com/gsuitedevs/PyDrive
h5netcdf is a Python library that provides a backend for writing NetCDF4 files via the h5py library, enabling efficient storage and manipulation of large multidimensional scientific data. GitHub URL: https://github.com/shoyer/h5netcdf
pdfkit is a Python wrapper for wkhtmltopdf, allowing for easy conversion of HTML content to PDF. It’s widely used in web applications requiring PDF generation from HTML templates. GitHub URL: https://github.com/JazzCore/python-pdfkit
openpyxl is a Python library for reading and writing Excel files (XLSX format), enabling the automation of spreadsheet data processing and reporting. GitHub URL: https://github.com/openpyxl/openpyxl
retry is a Python library that simplifies the implementation of retry logic in code, providing decorators to automatically retry failed functions after specific intervals. It’s often used in applications requiring error handling for transient failures. GitHub URL: https://github.com/invl/retry
Flask-Login is an extension for Flask that manages user session management, simplifying authentication workflows for Flask-based web applications. GitHub URL: https://github.com/maxcountryman/flask-login
pytz is a Python library for handling time zones, providing accurate time zone calculations based on the IANA Time Zone Database. It’s essential for applications requiring precise timezone handling. GitHub URL: https://github.com/stub42/pytz
python-jsonrpc is a Python library for building JSON-RPC clients and servers, facilitating remote procedure calls with JSON encoding. It’s used in applications requiring lightweight, language-agnostic APIs. GitHub URL: https://github.com/pavlov99/json-rpc
billiard is a Python multiprocessing library that extends multiprocessing, allowing for more robust pool management and task handling. It’s commonly used in Celery to improve task processing. GitHub URL: https://github.com/celery/billiard
blinker is a Python library for creating signal/event-driven applications, providing tools for inter-object communication via signals. It’s often used in web applications to manage events and signals cleanly. GitHub URL: https://github.com/jek/blinker
scikit-optimize is a Python library for hyperparameter optimization, providing simple and efficient tools for optimizing machine learning model parameters. It’s often used in Scikit-Learn workflows. GitHub URL: https://github.com/scikit-optimize/scikit-optimize
markdown2 is a Python library that converts Markdown text to HTML, supporting extras like fenced code blocks and tables. It’s often used in applications requiring Markdown rendering for web content. GitHub URL: https://github.com/trentm/python-markdown2
prompt-toolkit is a library for building interactive command-line applications in Python, providing features like autocompletion, syntax highlighting, and multi-line input support. GitHub URL: https://github.com/prompt-toolkit/python-prompt-toolkit
passlib is a Python library for password hashing, offering a variety of secure hash algorithms like bcrypt and PBKDF2. It’s widely used for implementing secure password storage. GitHub URL: https://github.com/arthurdejong/passlib
pymc is a Python library for Bayesian statistical modeling, providing tools for probabilistic programming and complex statistical inference. It’s popular in research for Bayesian data analysis. GitHub URL: https://github.com/pymc-devs/pymc
h5py is a Python library that provides an interface to the HDF5 binary data format, enabling efficient storage and manipulation of large scientific datasets. It’s used in research fields that handle large-scale data. GitHub URL: https://github.com/h5py/h5py
pikepdf is a Python library for PDF manipulation, allowing for editing, merging, splitting, and encrypting PDF files. It’s built on qpdf and used in document processing workflows. GitHub URL: https://github.com/pikepdf/pikepdf
rq (Redis Queue) is a simple Python library for job queues that uses Redis to manage background tasks, commonly used for handling asynchronous jobs in web applications. GitHub URL: https://github.com/rq/rq
networkx is a Python package for the creation, manipulation, and study of complex networks and graphs, widely used in social network analysis and bioinformatics. GitHub URL: https://github.com/networkx/networkx
maturin is a Python library and tool for building and publishing Rust extensions in Python, enabling the integration of high-performance Rust code in Python applications. GitHub URL: https://github.com/PyO3/maturin
hydra is a Python framework for managing configuration in complex applications, allowing users to dynamically create a hierarchical configuration by composition and override it via the command line. GitHub URL: https://github.com/facebookresearch/hydra
websockets is a Python library for creating WebSocket clients and servers, supporting asynchronous communication and commonly used in real-time applications like chat apps. GitHub URL: https://github.com/aaugustin/websockets
munch is a Python library that allows dictionaries to be used as objects, supporting dot notation for attribute-style access, making it convenient in data-heavy applications. GitHub URL: https://github.com/Infinidat/munch
pyfarmhash is a Python wrapper for Google’s farmhash library, providing a fast hashing algorithm that is often used in applications where speed is critical, such as data deduplication and hashing large datasets. GitHub URL: https://github.com/wangbins/farmhash
py-spy is a sampling profiler for Python applications, enabling non-intrusive profiling of live Python programs and providing insights into performance bottlenecks. GitHub URL: https://github.com/benfred/py-spy
ply (Python Lex-Yacc) is a Python library for lexical analysis and parsing, providing tools for creating compilers and interpreters. It’s used in educational projects and domain-specific language creation. GitHub URL: https://github.com/dabeaz/ply
pyinputplus is a Python library that adds functions for input validation, simplifying error handling and input parsing in CLI applications. It’s often used in applications requiring robust user input handling. GitHub URL: https://github.com/asweigart/pyinputplus
imageio is a Python library for reading and writing a wide range of image formats, supporting formats like PNG, JPEG, and GIF, and is often used in scientific computing and data visualization. GitHub URL: https://github.com/imageio/imageio
dateparser is a Python library that parses human-readable date strings into datetime objects, supporting multiple languages and time zones. It’s commonly used in applications handling date input from users. GitHub URL: https://github.com/scrapinghub/dateparser
pyyaml is a Python library for parsing and writing YAML, making it easy to handle configuration files and data serialization in applications. GitHub URL: https://github.com/yaml/pyyaml
ppb (PursuedPyBear) is a beginner-friendly game engine in Python aimed at making game development accessible with simple APIs and abstractions for 2D games. GitHub URL: https://github.com/ppb/pursuedpybear
pdoc is a Python library that automatically generates API documentation for Python codebases, offering a minimalist approach to creating web-based documentation. GitHub URL: https://github.com/pdoc3/pdoc
pint is a Python library for units of measurement, allowing for easy manipulation and conversion between physical quantities in scientific applications. GitHub URL: https://github.com/hgrecco/pint
flask-restplus is an extension for Flask that simplifies the creation of RESTful APIs, providing tools for API documentation and request parsing. GitHub URL: https://github.com/noirbizarre/flask-restplus
spacy-transformers is an extension of spaCy that integrates transformer models like BERT and GPT-2, allowing for more advanced natural language processing tasks. GitHub URL: https://github.com/explosion/spacy-transformers
rich is a Python library for formatting and displaying rich text, including tables, syntax-highlighted code, and progress bars in the terminal, making CLI output more readable and visually appealing. GitHub URL: https://github.com/Textualize/rich
daphne is an HTTP, HTTP2, and WebSocket protocol server for ASGI and Django Channels, often used in asynchronous Django applications for real-time communication. GitHub URL: https://github.com/django/daphne
mocket is a Python library for socket mocking, enabling simulated network requests during testing without requiring real external connections. It’s useful for testing networked applications. GitHub URL: https://github.com/mindflayer/python-mocket
petl is a Python library for extract, transform, and load (ETL) operations on tabular data, providing utilities for data cleaning and transformation. It’s commonly used in data preprocessing workflows. GitHub URL: https://github.com/petl-developers/petl
flake8 is a Python tool for checking code style compliance, integrating PyFlakes, pycodestyle, and mccabe for linting, style checking, and complexity analysis. It’s used in CI/CD workflows for code quality. GitHub URL: https://github.com/PyCQA/flake8
colorlover is a Python library that provides color scales for use in visualizations, enabling easy color customization in libraries like plotly and matplotlib. GitHub URL: https://github.com/jackparmer/colorlover
elasticsearch-py is the official Python client for Elasticsearch, allowing developers to interact with and manage Elasticsearch clusters from Python applications. GitHub URL: https://github.com/elastic/elasticsearch-py
web3.py is a Python library for interacting with the Ethereum blockchain, enabling tasks such as reading smart contract data, sending transactions, and interacting with decentralized applications. GitHub URL: https://github.com/ethereum/web3.py
pdfminer.six is a Python library for extracting text from PDF files, supporting layout analysis and text extraction. It’s commonly used in document processing and data extraction workflows. GitHub URL: https://github.com/pdfminer/pdfminer.six
pyxlsb is a Python library for reading Excel files in XLSB format, providing a way to work with binary spreadsheet data in Python applications. GitHub URL: https://github.com/wwwiiilll/pyxlsb
plotnine is a Python library for data visualization, inspired by ggplot2 in R, providing a grammar of graphics for building layered plots. It’s widely used in statistical graphics and data exploration. GitHub URL: https://github.com/has2k1/plotnine
breathe is a Sphinx extension for including Doxygen documentation in Sphinx-generated documentation, allowing better integration of C/C++ documentation in Python documentation projects. GitHub URL: https://github.com/michaeljones/breathe
pytest-django is a plugin for pytest that provides tools and fixtures for testing Django applications, streamlining test configuration and setup for Django projects. GitHub URL: https://github.com/pytest-dev/pytest-django
nibabel is a Python library for reading and writing neuroimaging file formats, commonly used in neuroscience and medical research for handling brain imaging data. GitHub URL: https://github.com/nipy/nibabel
loguru is an advanced Python logging library that simplifies logging with features like easy configuration, colorful output, and built-in error handling, often used for streamlined logging setups. GitHub URL: https://github.com/Delgan/loguru
pytest-benchmark is a pytest plugin for benchmarking code, enabling developers to measure the performance of functions and track regressions over time. GitHub URL: https://github.com/ionelmc/pytest-benchmark
asyncpg is a high-performance PostgreSQL client for Python that supports asynchronous operations, making it ideal for applications that require fast database interactions in an async environment. GitHub URL: https://github.com/MagicStack/asyncpg
markdown is a Python library that converts Markdown text to HTML, supporting a range of Markdown extensions. It’s commonly used in web applications and documentation tools requiring Markdown rendering. GitHub URL: https://github.com/Python-Markdown/markdown
psutil is a Python library for retrieving system information and statistics, such as CPU and memory usage, and is often used in system monitoring and performance profiling applications. GitHub URL: https://github.com/giampaolo/psutil
mockito is a Python library for mocking and spying in tests, providing tools to create and configure mocks in unit tests easily. It’s often used for testing complex object interactions. GitHub URL: https://github.com/kaste/mockito-python
fastprogress is a Python library that provides customizable progress bars for loops and iterable objects, widely used in machine learning training scripts and data processing tasks. GitHub URL: https://github.com/fastai/fastprogress
scrapy-splash is an extension for Scrapy that adds support for rendering JavaScript content using Splash, allowing Scrapy spiders to scrape dynamic web pages. GitHub URL: https://github.com/scrapy-plugins/scrapy-splash
pygments is a syntax highlighting library in Python that supports over 300 languages, commonly used in documentation and web applications for code formatting. GitHub URL: https://github.com/pygments/pygments
janus is a Python library that provides a synchronous queue for asyncio, allowing safe data sharing between asynchronous and synchronous code, often used in async applications. GitHub URL: https://github.com/aio-libs/janus
pandas-gbq is a Python library for interacting with Google BigQuery directly from pandas, enabling data manipulation and querying within a BigQuery environment. GitHub URL: https://github.com/googleapis/python-bigquery-pandas
pyecharts is a Python library for creating interactive charts based on ECharts, providing a rich set of visualizations for data analysis and presentation. GitHub URL: https://github.com/pyecharts/pyecharts
DeepFace is a Python library for face recognition and analysis, supporting models for facial attributes, including age, gender, and emotion detection. It’s widely used in applications requiring facial recognition. GitHub URL: https://github.com/serengil/deepface
streamz enables streaming data processing in Python, with integrations for pandas and Dask to handle real-time data. It’s useful in applications that require real-time data manipulation and visualization. GitHub URL: https://github.com/python-streamz/streamz
eventlet is a Python library for concurrent networking applications, based on green threads. It’s often used in web applications and frameworks for handling asynchronous network requests. GitHub URL: https://github.com/eventlet/eventlet
snaptime is a Python library designed for date and time parsing and manipulation, offering an intuitive interface and timezone support for date handling tasks. GitHub URL: https://github.com/wbolster/snaptime
sqlalchemy-filters is a library for applying dynamic query filters to SQLAlchemy queries, providing an easy way to filter, sort, and paginate data in web applications. GitHub URL: https://github.com/juliotrigo/sqlalchemy-filters
pydicom is a Python library for reading and writing DICOM files, widely used in medical imaging applications to handle radiology data. GitHub URL: https://github.com/pydicom/pydicom
schedule is a Python library for job scheduling that allows users to run tasks at specific intervals, ideal for setting up automated tasks like backups or report generation. GitHub URL: https://github.com/dbader/schedule
finviz is a Python library that scrapes stock information from Finviz.com, providing tools for collecting and analyzing financial data for use in investment and trading applications. GitHub URL: https://github.com/mariostoev/finviz
simplejson is a fast JSON encoder and decoder in Python that extends json, with additional options like precise decimal handling. It’s often used in applications requiring more control over JSON serialization. GitHub URL: https://github.com/simplejson/simplejson
pygobject is a Python wrapper for GObject, enabling the creation of graphical user interfaces (GUIs) with GTK+ in Python applications. GitHub URL: https://github.com/pygobject/pygobject
zipline is an open-source Python library for algorithmic trading, providing tools for backtesting trading strategies and analyzing historical financial data. GitHub URL: https://github.com/quantopian/zipline
ppft (Parallel Python Forked Framework) is a Python library for parallel and distributed computing, enabling users to run tasks on multiple processors and machines. GitHub URL: https://github.com/uqfoundation/ppft
pysoundfile is a Python library for reading and writing sound files in various formats, often used in audio processing and data analysis workflows. GitHub URL: https://github.com/bastibe/PySoundFile
Tweepy is a Python library for interacting with the Twitter API, allowing easy integration with Twitter to fetch tweets, manage data, and create bots. GitHub URL: https://github.com/tweepy/tweepy
aioredis is an asynchronous Python library for interacting with Redis, allowing non-blocking operations for improved performance in async applications. GitHub URL: https://github.com/aio-libs/aioredis
sqlparse is a Python library for parsing and formatting SQL statements, useful for SQL analysis and refactoring in database applications. GitHub URL: https://github.com/andialbrecht/sqlparse
boltons is a Python library that provides a set of utility functions and data structures for everyday programming, often used to simplify common coding tasks. GitHub URL: https://github.com/mahmoud/boltons
pytest-mock is a plugin for pytest that provides an easy interface to use the unittest.mock library, helping with mocking objects in tests. It’s commonly used in unit testing for creating mock dependencies. GitHub URL: https://github.com/pytest-dev/pytest-mock
watchdog is a Python library that monitors file system events, allowing applications to respond to changes in files or directories in real-time. It’s often used in file automation and logging applications. GitHub URL: https://github.com/gorakhargosh/watchdog
snakeviz is a Python profiling visualization tool that provides a graphical interface for cProfile data, helping developers analyze performance bottlenecks. GitHub URL: https://github.com/jiffyclub/snakeviz
flask-restx is an extension of Flask-RESTPlus, providing improved support for building REST APIs in Flask, including automatic Swagger documentation generation. GitHub URL: https://github.com/python-restx/flask-restx
fastapi-utils is an extension for FastAPI that provides additional utilities and features, such as async SQLAlchemy support and dependency injection helpers, to enhance FastAPI applications. GitHub URL: https://github.com/dmontagu/fastapi-utils
cffi (C Foreign Function Interface) is a Python library for calling C code, enabling Python programs to access C libraries directly. It’s widely used in performance-intensive applications. GitHub URL: https://github.com/python-cffi/cffi
smbus2 is a Python library for interfacing with I2C devices, extending the functionality of smbus for use in embedded and IoT applications. GitHub URL: https://github.com/kplindegaard/smbus2
boto3-stubs is a Python library that adds type annotations and auto-completion for boto3, making it easier to use AWS SDK for Python with type-checking support in development. GitHub URL: https://github.com/vemel/boto3_stubs
click is a Python library for creating command-line interfaces by providing decorators for functions, making CLI development more intuitive and efficient. GitHub URL: https://github.com/pallets/click
pycaret is a low-code machine learning library for Python that simplifies the process of model training, tuning, and deployment, making it accessible for data science projects. GitHub URL: https://github.com/pycaret/pycaret
kafka-python is a Python client for Apache Kafka, providing an interface for building distributed data streaming applications. It’s commonly used in real-time data processing workflows. GitHub URL: https://github.com/dpkp/kafka-python
spacy-transformers is an extension of spaCy that integrates transformer models, enabling advanced NLP tasks using models like BERT and GPT-2. It’s often used in applications requiring high-accuracy language processing. GitHub URL: https://github.com/explosion/spacy-transformers
pytest-xdist is a pytest plugin that adds parallel test execution and distribution capabilities, speeding up test runs by running tests concurrently. GitHub URL: https://github.com/pytest-dev/pytest-xdist
flake8-bugbear is a plugin for flake8 that provides additional checks to detect potential bugs and performance issues, helping improve code quality. GitHub URL: https://github.com/PyCQA/flake8-bugbear
pyomo is a Python library for modeling optimization problems, offering support for linear, nonlinear, and mixed-integer programming, widely used in operations research. GitHub URL: https://github.com/Pyomo/pyomo
pytest-cov is a pytest plugin for measuring code coverage, integrating with coverage.py to generate detailed reports on test coverage. GitHub URL: https://github.com/pytest-dev/pytest-cov
fakeredis is a Python library that mocks Redis server functionalities, allowing developers to test Redis-based applications without needing a live Redis instance. GitHub URL: https://github.com/cunla/fakeredis
xlwt is a Python library for writing data to older Excel files (XLS format), often used in legacy systems for generating spreadsheets. GitHub URL: https://github.com/python-excel/xlwt
pipreqs is a Python tool that generates a `requirements.txt` file for a project by analyzing imports, streamlining dependency management. GitHub URL: https://github.com/bndr/pipreqs
httpx is an asynchronous HTTP client for Python, providing HTTP/2 and WebSocket support, making it popular for high-performance web scraping and API interaction. GitHub URL: https://github.com/encode/httpx
pywebview is a lightweight library that enables Python applications to display web-based content in a native window, allowing for easy GUI creation using HTML/CSS. GitHub URL: https://github.com/r0x0r/pywebview
dash-bootstrap-components is an extension for Dash that provides Bootstrap-based components, making it easier to create responsive and aesthetically pleasing web applications. GitHub URL: https://github.com/facultyai/dash-bootstrap-components
bokeh is a Python interactive visualization library that enables the creation of browser-based visualizations, commonly used in data science for creating interactive charts and dashboards. GitHub URL: https://github.com/bokeh/bokeh
python-igraph is a Python binding for the igraph library, providing tools for network analysis and visualization, widely used in social network analysis and bioinformatics. GitHub URL: https://github.com/igraph/python-igraph
pymupdf (also known as fitz) is a Python binding for the MuPDF library, allowing for PDF manipulation, text extraction, and document parsing. It’s often used in document processing workflows. GitHub URL: https://github.com/pymupdf/PyMuPDF
python-jose is a Python library for encoding and decoding JSON Web Tokens (JWT) using the JOSE standard, commonly used in authentication workflows. GitHub URL: https://github.com/mpdavis/python-jose
transliterate is a Python library for transliterating text between different alphabets, supporting multiple languages and commonly used in text processing applications. GitHub URL: https://github.com/barseghyanartur/transliterate
Pint is a Python library for handling physical units, enabling calculations with units and conversions, often used in scientific and engineering applications. GitHub URL: https://github.com/hgrecco/pint
pympler is a memory profiling tool for Python that provides insights into memory usage, enabling developers to optimize memory performance in applications. GitHub URL: https://github.com/pympler/pympler
pycryptodome is a self-contained Python library of low-level cryptographic primitives, providing encryption, decryption, hashing, and protocol implementations for secure applications. GitHub URL: https://github.com/Legrandin/pycryptodome
arrow is a Python library for handling dates and times with an intuitive, human-friendly syntax, offering easy timezone management and date parsing. GitHub URL: https://github.com/arrow-py/arrow
pylint is a Python static code analysis tool that enforces code quality and checks for errors, commonly used in CI/CD workflows for maintaining code standards. GitHub URL: https://github.com/PyCQA/pylint
deap (Distributed Evolutionary Algorithms in Python) is a library for implementing genetic and evolutionary algorithms, often used in optimization and machine learning research. GitHub URL: https://github.com/DEAP/deap
textblob is a Python library for processing textual data, providing simple tools for common NLP tasks like part-of-speech tagging, noun phrase extraction, and sentiment analysis. GitHub URL: https://github.com/sloria/TextBlob
spacy-lookups-data is a spaCy extension that provides lookup tables for lexical attributes, like lemmatization and stop words, enhancing spaCy's core functionalities. GitHub URL: https://github.com/explosion/spacy-lookups-data
mpmath is a Python library for arbitrary-precision arithmetic, supporting advanced mathematical functions, and commonly used in scientific computing for high-precision calculations. GitHub URL: https://github.com/fredrik-johansson/mpmath
pysimplegui is a Python library that simplifies GUI development by providing a high-level wrapper around GUI frameworks like Tkinter and Qt. GitHub URL: https://github.com/PySimpleGUI/PySimpleGUI
redis-py is a Python client for Redis, allowing developers to interact with Redis data structures and manage cache, sessions, and pub/sub messaging. GitHub URL: https://github.com/redis/redis-py
dask-ml is an extension of Dask tailored for machine learning, providing scalable tools for data preprocessing, model selection, and training on large datasets. GitHub URL: https://github.com/dask/dask-ml
gevent is a Python library that enables concurrent network applications by providing asynchronous I/O and coroutines, built on top of greenlets. It’s often used for high-performance network servers. GitHub URL: https://github.com/gevent/gevent
pdfplumber is a Python library for extracting text, tables, and metadata from PDF files, making it popular in document analysis and data extraction workflows. GitHub URL: https://github.com/jsvine/pdfplumber
Flask-Principal is an authorization extension for Flask that allows role-based access control within web applications, helping to manage user permissions and identity-based restrictions. GitHub URL: https://github.com/mattupstate/flask-principal
elastic-apm is an official Python agent for Elastic APM, enabling performance monitoring and error tracking in Python applications to improve observability and debugging. GitHub URL: https://github.com/elastic/apm-agent-python
line-profiler is a Python library that profiles code line-by-line, giving detailed insights into the time spent on each line of a function, which is valuable for performance optimization. GitHub URL: https://github.com/rkern/line_profiler
flask-sqlalchemy is an extension for Flask that integrates SQLAlchemy with Flask, making it easier to use ORM for database interactions in web applications. GitHub URL: https://github.com/pallets/flask-sqlalchemy
SQLObject is an Object-Relational Mapper (ORM) for Python, allowing developers to interact with databases using Python objects instead of SQL queries. GitHub URL: https://github.com/sqlobject/sqlobject
attr is a Python library that simplifies the creation of classes by automatically generating standard methods like `__init__`, `__repr__`, and `__eq__`, often used in data modeling. GitHub URL: https://github.com/python-attrs/attrs
mailchimp3 is a Python client library for the Mailchimp API, providing an interface to manage email marketing campaigns, subscriber lists, and automation workflows. GitHub URL: https://github.com/VingtCinq/python-mailchimp
tinydb is a lightweight, document-oriented NoSQL database for Python that stores data in JSON format, useful for applications requiring a simple, serverless database solution. GitHub URL: https://github.com/msiemens/tinydb
pandas-datareader is a Python library that simplifies importing financial and economic data from a variety of online sources into pandas, making it popular in financial analysis and data science. GitHub URL: https://github.com/pydata/pandas-datareader
plotly-express is a high-level interface to Plotly in Python, designed for creating simple, concise visualizations with minimal code, ideal for quick data exploration. GitHub URL: https://github.com/plotly/plotly.py/tree/master/packages/python/plotly/plotly_express
radon is a Python tool that analyzes code complexity, maintainability, and potential issues by evaluating metrics such as cyclomatic complexity and code length. GitHub URL: https://github.com/rubik/radon
mocket is a Python library for mocking socket and HTTP requests, commonly used for testing network interactions in web applications. GitHub URL: https://github.com/mindflayer/python-mocket
geoalchemy2 is an extension for SQLAlchemy that adds support for spatial databases, enabling geographic queries and integration with PostGIS in Python applications. GitHub URL: https://github.com/geoalchemy/geoalchemy2
fastai is a deep learning library built on PyTorch, providing high-level abstractions for building and training models, and is popular in machine learning education and research. GitHub URL: https://github.com/fastai/fastai
xlutils is a Python library that provides utilities for manipulating Excel spreadsheets, often used for reading, copying, and modifying Excel files in data processing workflows. GitHub URL: https://github.com/python-excel/xlutils
sorl-thumbnail is a Python library for generating and managing image thumbnails, commonly used in Django applications for optimized image handling. GitHub URL: https://github.com/jazzband/sorl-thumbnail
kombu is a messaging library for Python that simplifies working with message queues, often used with Celery to handle background jobs and task distribution. GitHub URL: https://github.com/celery/kombu
unidecode is a Python library that transliterates Unicode text to ASCII, often used in applications that require converting text with special characters into a simplified ASCII format. GitHub URL: https://github.com/avian2/unidecode
pytest-html is a pytest plugin that generates easy-to-read HTML reports from test results, making it useful for sharing and analyzing test outcomes in a visual format. GitHub URL: https://github.com/pytest-dev/pytest-html
mailjet-rest is a Python client library for the Mailjet API, providing tools for managing email campaigns, contacts, and transactional emails programmatically. GitHub URL: https://github.com/mailjet/mailjet-apiv3-python
swampy is a Python library for teaching and learning computer science, providing tools for creating graphical elements and animations, often used in educational projects. GitHub URL: https://github.com/AllenDowney/Swampy
django-extensions is a collection of custom management commands and tools that extend Django's functionality, offering utilities for tasks like shell_plus and job scheduling. GitHub URL: https://github.com/django-extensions/django-extensions
bokeh-server is a part of the Bokeh library that enables the creation of interactive web applications with real-time streaming and data updates, used in live data visualization. GitHub URL: https://github.com/bokeh/bokeh
sqlalchemy-utils extends SQLAlchemy with additional data types, utility functions, and validators, simplifying database operations in complex Python applications. GitHub URL: https://github.com/kvesteri/sqlalchemy-utils
tenacity is a Python library for retrying code upon failure, allowing customizable retry logic for handling transient errors in functions. GitHub URL: https://github.com/jd/tenacity
numdifftools provides numerical differentiation tools in Python, enabling approximations of derivatives, gradients, and Hessians, commonly used in optimization problems. GitHub URL: https://github.com/pbrod/numdifftools
mypy is a static type checker for Python, helping developers enforce type safety and catch type-related errors before runtime, often used in large codebases for reliability. GitHub URL: https://github.com/python/mypy
authlib is a Python library that simplifies the implementation of authentication protocols like OAuth and OpenID Connect, commonly used in web applications requiring secure authentication. GitHub URL: https://github.com/lepture/authlib
factory_boy is a Python library for generating test data, providing factories for creating objects with randomized fields, commonly used in unit tests to simulate complex data models. GitHub URL: https://github.com/FactoryBoy/factory_boy
pyinstrument is a profiler for Python that provides an easy-to-read, tree-based view of performance bottlenecks, helping developers identify slow parts of their code. GitHub URL: https://github.com/joerick/pyinstrument
watchdog is a Python library that monitors file system events and triggers actions on file changes, making it useful in file management automation and real-time applications. GitHub URL: https://github.com/gorakhargosh/watchdog
netmiko is a Python library that simplifies network automation by providing a high-level interface to configure network devices via SSH, widely used in network engineering. GitHub URL: https://github.com/ktbyers/netmiko
polars is a Python DataFrame library focused on performance and scalability, designed as an alternative to pandas for faster data manipulation on large datasets. GitHub URL: https://github.com/pola-rs/polars
shap (SHapley Additive exPlanations) is a Python library for explaining machine learning model predictions by calculating Shapley values, often used in model interpretability. GitHub URL: https://github.com/slundberg/shap
deeppavlov is an open-source library for building conversational AI systems, providing pre-trained models and tools for NLP tasks such as dialogue modeling and intent recognition. GitHub URL: https://github.com/deepmipt/DeepPavlov
pomegranate is a Python library for probabilistic modeling, supporting hidden Markov models, Bayesian networks, and general mixture models, commonly used in data science and bioinformatics. GitHub URL: https://github.com/jmschrei/pomegranate
facebook-sdk is a Python library for the Facebook Graph API, enabling applications to interact with Facebook services, including user management, posts, and events. GitHub URL: https://github.com/mobolic/facebook-sdk
pynini is a Python library for finite-state grammars and transducers, often used in speech and language processing for tasks like phonetic transcription and morphological analysis. GitHub URL: https://github.com/kylebgorman/pynini
pyswagger is a Python library that enables interaction with Swagger-based APIs, allowing developers to easily consume and test APIs based on their Swagger documentation. GitHub URL: https://github.com/mission-liao/pyswagger
blosc is a high-performance compression library for binary data, particularly designed for compressing large multi-dimensional arrays, often used in data science and high-performance computing. GitHub URL: https://github.com/Blosc/python-blosc
pyttsx3 is a Python library for text-to-speech conversion that operates offline, supporting multiple voices and speech customization. It’s used in applications requiring audio output without internet access. GitHub URL: https://github.com/nateshmbhat/pyttsx3
pywinauto is a Python library for automating Windows GUI applications, providing tools for performing tasks like clicking buttons and filling forms programmatically. GitHub URL: https://github.com/pywinauto/pywinauto
xlwings is a Python library that enables automation of Excel using Python, allowing for data analysis, reporting, and spreadsheet manipulation. GitHub URL: https://github.com/xlwings/xlwings
pystan is a Python interface to the Stan probabilistic programming language, widely used for Bayesian statistical modeling and data analysis. GitHub URL: https://github.com/stan-dev/pystan
gspread-pandas is an extension of gspread that integrates Google Sheets with pandas, allowing users to interact with spreadsheets as if they were DataFrames. GitHub URL: https://github.com/aiguofer/gspread-pandas
mypy_extensions is a Python library that provides additional type hints for mypy, enabling more precise type checking in complex type annotations. GitHub URL: https://github.com/python/mypy_extensions
open3d is a Python library for 3D data processing, supporting tasks like 3D visualization, point cloud processing, and geometry analysis, commonly used in computer vision. GitHub URL: https://github.com/isl-org/Open3D
PySocks is a Python library that provides SOCKS proxy support, enabling network connections to be routed through SOCKS proxies, often used for secure or anonymized network communication. GitHub URL: https://github.com/Anorov/PySocks
pygeocoder is a Python library for geocoding and reverse geocoding using the Google Maps API, making it easy to convert addresses into geographic coordinates and vice versa. GitHub URL: https://github.com/deniscarriere/pygeocoder
pystache is a Python implementation of the Mustache templating language, allowing for logic-less template rendering that is commonly used in web applications. GitHub URL: https://github.com/defunkt/pystache
scrapyd-client is a command-line client for Scrapyd, enabling easy deployment and management of Scrapy spiders on a Scrapyd server for remote web scraping tasks. GitHub URL: https://github.com/scrapy/scrapyd-client
wtforms is a Python library that provides flexible and customizable form handling for web applications, often used in Flask and Django projects. GitHub URL: https://github.com/wtforms/wtforms
nltk-data is a collection of data resources for the Natural Language Toolkit (NLTK), including corpora, linguistic models, and sample datasets for NLP tasks. GitHub URL: https://github.com/nltk/nltk_data
Flask-Security is an extension for Flask that provides authentication, authorization, and session management, making it easy to add secure login and access control to web applications. GitHub URL: https://github.com/mattupstate/flask-security
pyexcel is a Python library for reading, writing, and manipulating Excel and CSV files, offering support for multiple spreadsheet formats. GitHub URL: https://github.com/pyexcel/pyexcel
chardet is a Python library for character encoding detection, allowing programs to identify text encodings, which is essential when working with diverse text data. GitHub URL: https://github.com/chardet/chardet
autopep8 is a tool that automatically formats Python code to comply with the PEP 8 style guide, often used in code linting and CI workflows for code style enforcement. GitHub URL: https://github.com/hhatto/autopep8
pycryptoki is a Python wrapper for PKCS#11 cryptographic tokens, enabling applications to interact with hardware security modules (HSMs) for secure cryptographic operations. GitHub URL: https://github.com/disig/pycryptoki
imgaug is a Python library for augmenting images, providing a wide range of transformations like rotation, scaling, and color changes, commonly used in computer vision for data augmentation. GitHub URL: https://github.com/aleju/imgaug
eli5 is a Python library that explains machine learning predictions, providing insights into model interpretability and feature importance, often used in debugging and model transparency. GitHub URL: https://github.com/TeamHG-Memex/eli5
pyfiglet is a Python library for converting text into ASCII art, commonly used for creating stylized headers and decorations in CLI applications. GitHub URL: https://github.com/pwaller/pyfiglet
webtest is a Python library that allows for testing web applications by simulating HTTP requests, often used in Pyramid and Django projects for functional testing. GitHub URL: https://github.com/Pylons/webtest
httpretty is a Python library for mocking HTTP requests, allowing tests to intercept and simulate responses from APIs without hitting real endpoints, used in unit testing. GitHub URL: https://github.com/gabrielfalcao/HTTPretty
pyfarmhash is a Python wrapper for Google’s FarmHash library, providing fast hashing functions ideal for large datasets and high-performance applications. GitHub URL: https://github.com/wangbins/farmhash
pyvista is a Python library for 3D visualization and mesh processing, commonly used in scientific computing and engineering for visualizing 3D data. GitHub URL: https://github.com/pyvista/pyvista
pymemcache is a Python client for interacting with Memcached, providing a straightforward interface for caching and improving performance in web applications. GitHub URL: https://github.com/pinterest/pymemcache
ml-xtend (Machine Learning Extensions) is a Python library that provides additional tools and utilities for Scikit-Learn, including functions for data preprocessing, model evaluation, and ensemble techniques. GitHub URL: https://github.com/rasbt/mlxtend
pendulum is a Python library that enhances datetime with intuitive methods and timezone support, making date manipulation more human-friendly and efficient. GitHub URL: https://github.com/sdispater/pendulum
fbprophet (now called Prophet) is a forecasting tool developed by Facebook for generating accurate time series forecasts with minimal tuning, commonly used in business forecasting. GitHub URL: https://github.com/facebook/prophet
coolprop is a Python library that provides thermophysical property calculations for various fluids, useful in engineering applications such as thermodynamics and heat transfer. GitHub URL: https://github.com/CoolProp/CoolProp
pygments is a syntax highlighting library in Python that supports various programming languages, widely used in documentation and web applications for code display. GitHub URL: https://github.com/pygments/pygments
sarge is a Python library for running and managing system commands, offering a higher-level interface over subprocess for complex command execution. GitHub URL: https://github.com/nltk/sarge
python-slugify is a Python library for converting strings into URL-friendly slugs, useful in web applications for generating clean URLs. GitHub URL: https://github.com/un33k/python-slugify
torchtext is a PyTorch library for processing text data, providing utilities for loading, preprocessing, and batching text datasets in NLP tasks. GitHub URL: https://github.com/pytorch/text
tinycss2 is a Python library for parsing CSS in web scraping and web development applications, supporting CSS syntax as defined in the CSS3 specification. GitHub URL: https://github.com/Kozea/tinycss2
logbook is an alternative logging library for Python that provides a more user-friendly API and better error handling, often used for more readable log management. GitHub URL: https://github.com/getlogbook/logbook
pyzmail is a Python library for composing, sending, and parsing email messages, often used in applications requiring advanced email processing. GitHub URL: https://github.com/taoeffect/pyzmail
zappa is a Python framework for deploying serverless Flask and Django applications to AWS Lambda, providing a cost-effective way to scale web applications. GitHub URL: https://github.com/Miserlou/Zappa
dataclasses-json is a Python library that provides JSON serialization and deserialization for dataclasses, making it easy to convert between JSON and structured data objects. GitHub URL: https://github.com/lidatong/dataclasses-json
mocket is a Python library for mocking sockets, enabling simulation of HTTP and socket requests in tests without requiring real external connections. GitHub URL: https://github.com/mindflayer/python-mocket
pygal is a Python library for creating SVG-based charts, offering a simple API for generating interactive visualizations that are easily embeddable in web applications. GitHub URL: https://github.com/Kozea/pygal
chemlab is a Python library for computational chemistry and molecular visualization, providing tools for molecular modeling and visualization in scientific research. GitHub URL: https://github.com/chemlab/chemlab
scikit-image is an open-source Python library for image processing, providing algorithms for segmentation, feature extraction, and transformations, commonly used in scientific computing. GitHub URL: https://github.com/scikit-image/scikit-image
sklearn-contrib-lightning is a Python library that extends Scikit-Learn with large-scale machine learning models, offering fast implementations of linear models for large datasets. GitHub URL: https://github.com/scikit-learn-contrib/lightning
luminoth is a Python deep learning toolkit for computer vision, focused on object detection using pre-trained models, widely used in image recognition applications. GitHub URL: https://github.com/tryolabs/luminoth
mimesis is a Python library for generating fake data, providing tools for creating realistic dummy data, such as names, addresses, and emails, for testing purposes. GitHub URL: https://github.com/lk-geimfari/mimesis
pyModbus is a Python library for implementing the Modbus protocol, enabling communication with industrial equipment and IoT devices in automation applications. GitHub URL: https://github.com/riptideio/pymodbus
mss is a Python library for taking screenshots, supporting multiple platforms and fast image capture, often used in GUI testing and automation. GitHub URL: https://github.com/BoboTiG/python-mss
webargs is a Python library for parsing and validating request arguments in web applications, commonly used in Flask and Django to simplify API request handling. GitHub URL: https://github.com/marshmallow-code/webargs
fakeredis is a Python library that provides a fake Redis server for testing purposes, allowing developers to test Redis-based applications without a live Redis instance. GitHub URL: https://github.com/cunla/fakeredis-py
imgkit is a Python wrapper for wkhtmltoimage, allowing for the conversion of HTML content into image files, often used in web applications requiring HTML-based visual content. GitHub URL: https://github.com/jarrekk/imgkit
diskcache is a Python caching library that provides disk-based storage for caching data, useful for applications requiring large data caching that exceeds memory limits. GitHub URL: https://github.com/grantjenks/python-diskcache
sanic is an asynchronous web framework for Python designed for speed, enabling high-performance HTTP handling for web applications. GitHub URL: https://github.com/sanic-org/sanic
h11 is a pure Python HTTP/1.1 client and server library, designed for low-level HTTP protocol handling and used in asynchronous networking applications. GitHub URL: https://github.com/python-hyper/h11
hydra is a Python library for managing configuration in complex applications, allowing users to compose configurations dynamically and override parameters through command-line arguments. GitHub URL: https://github.com/facebookresearch/hydra
aiomysql is an asynchronous MySQL client for Python using asyncio, designed to enable non-blocking database interactions in high-performance applications. GitHub URL: https://github.com/aio-libs/aiomysql
arrow is a Python library for simplifying date and time manipulation, with support for human-friendly date operations and time zone handling. GitHub URL: https://github.com/arrow-py/arrow
pyLDAvis is a Python library for visualizing topic models, often used in NLP applications for exploring topic distributions generated by models like LDA. GitHub URL: https://github.com/bmabey/pyLDAvis
pympler is a Python library for memory profiling, providing tools to monitor memory usage and identify memory leaks, commonly used in performance optimization. GitHub URL: https://github.com/pympler/pympler
twython is a Python wrapper for the Twitter API, allowing developers to interact with Twitter by posting tweets, managing accounts, and retrieving user data. GitHub URL: https://github.com/ryanmcgrath/twython
pycallgraph is a Python library that generates call graphs for profiling code execution, visualizing function calls to help in identifying performance bottlenecks. GitHub URL: https://github.com/gak/pycallgraph
markdown2 is a fast Python library for converting Markdown text to HTML, with additional support for extensions like tables and fenced code blocks. GitHub URL: https://github.com/trentm/python-markdown2
cython is a Python library that allows writing C extensions for Python, enabling performance optimizations by compiling Python code into C for faster execution. GitHub URL: https://github.com/cython/cython
pdfquery is a Python library for extracting text, metadata, and fields from PDF files, specifically optimized for structured PDFs with forms and tables. GitHub URL: https://github.com/jcushman/pdfquery
singer-python is a Python library that provides a framework for building data extraction and loading scripts according to the Singer specification, often used in ETL processes. GitHub URL: https://github.com/singer-io/singer-python
recommonmark is a Sphinx extension that allows Markdown content to be parsed and included in Sphinx-generated documentation, useful for documentation projects using both reStructuredText and Markdown. GitHub URL: https://github.com/readthedocs/recommonmark
websocket-client is a Python library for creating WebSocket clients, enabling real-time communication with WebSocket servers in asynchronous or synchronous applications. GitHub URL: https://github.com/websocket-client/websocket-client
pytest-sugar is a plugin for pytest that enhances the test output by adding a more readable and visually appealing progress bar and results summary. GitHub URL: https://github.com/Teemu/pytest-sugar
moviepy is a Python library for video editing, enabling functions like cutting, concatenating, and applying effects to video files, often used in media processing applications. GitHub URL: https://github.com/Zulko/moviepy
ipdb is an interactive Python debugger that integrates with IPython, providing advanced debugging capabilities and a more user-friendly interface than the standard pdb. GitHub URL: https://github.com/gotcha/ipdb
paramiko is a Python library for SSH and SFTP connections, enabling secure remote command execution and file transfers, commonly used in network automation and remote server management. GitHub URL: https://github.com/paramiko/paramiko
flufl.lock is a Python library for file-based locking, providing cross-platform safe file locks to prevent concurrent access to shared resources. GitHub URL: https://github.com/flufli/flufl.lock
pybel is a Python library for cheminformatics, built as a wrapper for Open Babel, allowing manipulation and analysis of molecular data in chemical applications. GitHub URL: https://github.com/pybel/pybel
imagehash is a Python library for perceptual hashing of images, used for identifying duplicate or similar images by generating unique hash values. GitHub URL: https://github.com/JohannesBuchner/imagehash
pyotp is a Python library for generating and verifying one-time passwords (OTPs), often used in implementing two-factor authentication. GitHub URL: https://github.com/pyauth/pyotp
mypy_boto3_builder is a Python library that generates type annotations for boto3, providing enhanced type-checking and code completion support for AWS SDK for Python. GitHub URL: https://github.com/vemel/mypy_boto3_builder
authomatic is a Python library for adding third-party authentication providers like OAuth and OpenID Connect to web applications, often used in user authentication workflows. GitHub URL: https://github.com/authomatic/authomatic
PyInstaller bundles Python applications into standalone executables, making them runnable on systems without a separate Python interpreter, commonly used for deploying desktop applications. GitHub URL: https://github.com/pyinstaller/pyinstaller
path.py is a Python library that offers an object-oriented interface for filesystem paths, providing an intuitive way to interact with the file system and manipulate file paths. GitHub URL: https://github.com/jaraco/path
chemlib is a Python library designed for basic chemistry computations, offering tools for chemical equations, balancing, and stoichiometry calculations, commonly used in educational applications. GitHub URL: https://github.com/chemlib/chemlib
diff-match-patch is a Python library for performing high-performance text comparisons, enabling operations like string differencing, patching, and fuzzy matching. GitHub URL: https://github.com/google/diff-match-patch
fuzzywuzzy is a Python library for string matching using fuzzy logic, providing functions for calculating similarity ratios and commonly used for data deduplication and search applications. GitHub URL: https://github.com/seatgeek/fuzzywuzzy
geopy is a Python library for geocoding, providing tools to convert addresses into geographic coordinates and vice versa using multiple geocoding providers. GitHub URL: https://github.com/geopy/geopy
flask-socketio is an extension for Flask that enables WebSocket communications, allowing real-time bidirectional communication between clients and servers. GitHub URL: https://github.com/miguelgrinberg/Flask-SocketIO
falcon is a high-performance Python web framework focused on building RESTful APIs, designed for speed and low latency in API-driven applications. GitHub URL: https://github.com/falconry/falcon
retrying is a Python library that provides decorators to automatically retry failed functions with customizable retry logic, useful for handling transient errors in network applications. GitHub URL: https://github.com/rholder/retrying
cleo is a Python command-line utility library for building CLI applications, providing tools for input handling, command management, and output formatting. GitHub URL: https://github.com/sdispater/cleo
cerberus is a lightweight, extensible data validation library for Python, allowing for schema-based validation of JSON and other complex data structures. GitHub URL: https://github.com/pyeve/cerberus
gino is an asynchronous ORM built on SQLAlchemy for Python that works with asyncio and PostgreSQL, providing a high-performance solution for async database interactions. GitHub URL: https://github.com/python-gino/gino
cleo is a Python library that facilitates the creation of command-line applications, offering utilities for commands, arguments, and interactive user input. GitHub URL: https://github.com/sdispater/cleo
locust is an open-source load testing tool written in Python, enabling developers to simulate concurrent user activity on web applications to test performance and scalability. GitHub URL: https://github.com/locustio/locust
tablib is a Python library for tabular data handling, supporting multiple import/export formats like CSV, JSON, and Excel, and is commonly used for data export in web applications. GitHub URL: https://github.com/jazzband/tablib
markdown-it-py is a flexible Markdown parser for Python, providing a pluggable architecture for rendering Markdown content with custom extensions and plugins. GitHub URL: https://github.com/executablebooks/markdown-it-py
pydocstyle is a Python tool for checking compliance with Python docstring conventions, enforcing documentation standards for codebases. GitHub URL: https://github.com/PyCQA/pydocstyle
mashumaro is a Python library for serializing and deserializing data classes to and from formats like JSON and YAML, enhancing data modeling workflows. GitHub URL: https://github.com/Fatal1ty/mashumaro
sphinx-autodoc-typehints is a Sphinx extension that automatically includes type annotations in generated documentation, improving readability and documentation quality. GitHub URL: https://github.com/agronholm/sphinx-autodoc-typehints
pylightxl is a lightweight Python library for reading and writing Excel files without dependencies, commonly used for simple spreadsheet manipulations in data processing. GitHub URL: https://github.com/PydPiper/pylightxl
pyinotify is a Python binding for the Linux inotify system, providing file system event notifications for monitoring file changes in real time. GitHub URL: https://github.com/seb-m/pyinotify
furl is a Python library that simplifies URL manipulation, providing a high-level interface to create, modify, and parse URLs in web applications. GitHub URL: https://github.com/gruns/furl
sounddevice is a Python library for audio playback and recording using PortAudio, commonly used for sound processing and audio applications. GitHub URL: https://github.com/spatialaudio/python-sounddevice
parse is a Python library for parsing formatted strings, allowing extraction of information from text based on a specified pattern, often used in data extraction tasks. GitHub URL: https://github.com/r1chardj0n3s/parse
bson is a Python library for working with BSON (Binary JSON) format, which is commonly used in MongoDB to store JSON-like documents in a binary format. GitHub URL: https://github.com/py-bson/bson
flask-cors is an extension for Flask that simplifies CORS (Cross-Origin Resource Sharing) configuration, enabling secure cross-domain communication in web applications. GitHub URL: https://github.com/corydolphin/flask-cors
janitor is a Python library that provides data cleaning functions to enhance pandas, offering features like column renaming, missing value handling, and data transformation. GitHub URL: https://github.com/ericmjl/pyjanitor
pypdf2 is a Python library for manipulating PDF files, supporting operations such as merging, splitting, and extracting text, commonly used in document processing workflows. GitHub URL: https://github.com/mstamy2/PyPDF2
tweepy is a Python wrapper for the Twitter API, allowing developers to automate interactions with Twitter, such as posting tweets and retrieving user data. GitHub URL: https://github.com/tweepy/tweepy
cleo is a Python library for building command-line applications, providing tools for managing arguments, commands, and inputs for complex CLI interfaces. GitHub URL: https://github.com/sdispater/cleo
web3.py is a Python library for interacting with the Ethereum blockchain, supporting tasks such as deploying smart contracts and querying blockchain data. GitHub URL: https://github.com/ethereum/web3.py
ipyleaflet is a Python library for creating interactive maps in Jupyter Notebooks, built on Leaflet.js, commonly used in geospatial data analysis and visualization. GitHub URL: https://github.com/jupyter-widgets/ipyleaflet
cookiecutter is a Python utility that helps create project templates, providing an easy way to scaffold new projects with predefined structures. GitHub URL: https://github.com/cookiecutter/cookiecutter
dash-auth is an authentication library for Dash applications, enabling basic access control for web applications created with Dash. GitHub URL: https://github.com/plotly/dash-auth
pyodbc is a Python library for connecting to ODBC databases, providing a way to interface with relational databases like SQL Server, Access, and others. GitHub URL: https://github.com/mkleehammer/pyodbc
jupyterlab-git is an extension for JupyterLab that integrates Git version control, enabling users to manage Git repositories directly within JupyterLab. GitHub URL: https://github.com/jupyterlab/jupyterlab-git
Pweave is a Python library for literate programming that lets users embed Python code in documents, similar to R Markdown, often used for scientific reporting. GitHub URL: https://github.com/mpastell/Pweave
pyfcm is a Python library for sending push notifications through the Firebase Cloud Messaging (FCM) service, commonly used in mobile and web applications. GitHub URL: https://github.com/olucurious/PyFCM
fbchat is a Python library for interacting with Facebook Messenger by providing tools to send messages, manage chats, and handle other Messenger interactions programmatically. GitHub URL: https://github.com/facebookarchive/fbchat
zope.interface is a Python library for creating and enforcing interfaces, enabling better organization and flexibility in code design, commonly used in large codebases. GitHub URL: https://github.com/zopefoundation/zope.interface
tables is a Python package for managing hierarchical datasets and designed to efficiently work with large amounts of data, built on PyTables and HDF5. GitHub URL: https://github.com/PyTables/pytables
pytest-mock is a pytest plugin that provides a simple interface for using unittest.mock in tests, making it easier to mock dependencies in Python applications. GitHub URL: https://github.com/pytest-dev/pytest-mock
dash-daq is a Dash component library for building data acquisition GUIs, providing specialized controls like gauges, sliders, and knobs, often used in industrial applications. GitHub URL: https://github.com/plotly/dash-daq
pygeonames is a Python library for accessing the GeoNames API, providing tools for geographic data like place names, elevation, and time zones, commonly used in mapping applications. GitHub URL: https://github.com/bertagaz/pygeonames
flask-apispec is an extension for Flask that integrates with apispec to generate OpenAPI documentation, simplifying the documentation process for REST APIs. GitHub URL: https://github.com/jmcarp/flask-apispec
traitlets is a Python library used for managing configuration in Jupyter Notebooks and other interactive applications, offering a declarative way to handle application settings. GitHub URL: https://github.com/ipython/traitlets
scapy is a Python library for network packet manipulation, allowing for packet crafting, sending, sniffing, and protocol analysis, commonly used in network research and security testing. GitHub URL: https://github.com/secdev/scapy
dj-database-url is a utility for Django that simplifies database configuration, parsing database URLs into Django database settings, often used in deployment setups. GitHub URL: https://github.com/jacobian/dj-database-url
param is a Python library for managing configurable parameters, offering a declarative approach to defining configuration for objects, often used in scientific and interactive data applications. GitHub URL: https://github.com/holoviz/param
pyshorteners is a Python library that provides an interface for URL shortening services, making it easy to shorten and expand URLs programmatically. GitHub URL: https://github.com/ellisonleao/pyshorteners
sympy is a Python library for symbolic mathematics, providing tools for algebraic manipulation, calculus, and equation solving, widely used in mathematics and engineering. GitHub URL: https://github.com/sympy/sympy
pandocfilters is a Python library that enables customization of Pandoc output by allowing the creation of filters to modify document formats, commonly used in document processing. GitHub URL: https://github.com/jgm/pandocfilters
mpld3 is a Python library that integrates Matplotlib with D3.js, allowing for interactive visualizations in web applications and notebooks, used in data visualization. GitHub URL: https://github.com/mpld3/mpld3
pynance is a Python library for retrieving and analyzing financial data, providing tools for calculating indicators and building financial models, often used in stock market analysis. GitHub URL: https://github.com/BlairMar/pynance
flask-jwt-extended is a Flask extension that simplifies JWT (JSON Web Token) authentication, providing tools for secure token handling in Flask APIs. GitHub URL: https://github.com/vimalloc/flask-jwt-extended
nibabel is a Python library for working with neuroimaging data, supporting popular medical imaging formats like NIfTI and ANALYZE, often used in neuroscience research. GitHub URL: https://github.com/nipy/nibabel
nose2 is a Python testing framework that extends unittest and provides enhanced test discovery and output formatting, commonly used in CI/CD workflows for automated testing. GitHub URL: https://github.com/nose-devs/nose2
pytesseract is a Python wrapper for Tesseract-OCR, allowing developers to perform optical character recognition (OCR) on images, widely used for extracting text from images. GitHub URL: https://github.com/madmaze/pytesseract
psycopg2 is a Python adapter for PostgreSQL, providing a powerful interface to connect and manage PostgreSQL databases in Python applications. GitHub URL: https://github.com/psycopg/psycopg2
dataset is a Python library for working with databases with a simple API, making it easy to manage and query SQL databases without extensive SQL knowledge. GitHub URL: https://github.com/pudo/dataset
flask-migrate is an extension for Flask that adds support for database migrations using Alembic, helping to manage schema changes in Flask applications. GitHub URL: https://github.com/miguelgrinberg/Flask-Migrate
sqlalchemy-mixins is a Python library that extends SQLAlchemy with additional functionality, such as active record pattern, serialization, and query-building utilities, making database interactions easier. GitHub URL: https://github.com/absent1706/sqlalchemy-mixins
pyzbar is a Python library for reading barcodes and QR codes from images, widely used in applications requiring code scanning and information retrieval from visual codes. GitHub URL: https://github.com/NaturalHistoryMuseum/pyzbar
weasyprint is a Python library for converting HTML and CSS to PDF and image formats, often used in web applications that require generating print-ready documents. GitHub URL: https://github.com/Kozea/WeasyPrint
textstat is a Python library that calculates text readability scores, useful in applications that analyze or assess text complexity, such as educational software. GitHub URL: https://github.com/shivam5992/textstat
SQLAlchemy-Searchable is a Python extension for SQLAlchemy that enables full-text search capabilities, allowing more efficient searching within database tables. GitHub URL: https://github.com/kvesteri/sqlalchemy-searchable
prompt_toolkit is a Python library for building sophisticated command-line applications with interactive prompts, autocompletion, and syntax highlighting, widely used in CLI tools. GitHub URL: https://github.com/prompt-toolkit/python-prompt-toolkit
flake8-docstrings is a plugin for flake8 that enforces docstring conventions, helping developers maintain documentation consistency and readability in Python codebases. GitHub URL: https://github.com/PyCQA/flake8-docstrings
jsonpickle is a Python library that allows for serializing complex Python objects to JSON, including those with custom classes, making it easier to store and transfer data. GitHub URL: https://github.com/jsonpickle/jsonpickle
Flask-Mail is an extension for Flask that simplifies sending emails from Flask applications, commonly used for email-based notifications and user verification. GitHub URL: https://github.com/mattupstate/flask-mail
TinyDB is a lightweight, document-oriented database for Python, storing data in JSON format, ideal for small projects needing a serverless database. GitHub URL: https://github.com/msiemens/tinydb
shellingham is a Python library for detecting the shell in which a script is being executed, useful in applications that need to adjust behavior based on the user’s shell environment. GitHub URL: https://github.com/sarugaku/shellingham
shapely is a Python library for manipulation and analysis of planar geometric objects, commonly used in geographic information systems (GIS) and spatial analysis. GitHub URL: https://github.com/shapely/shapely
fastapi-middleware is a collection of middleware tools for FastAPI, providing functionalities like request logging, error handling, and CORS, often used to extend FastAPI applications. GitHub URL: https://github.com/uriyyo/fastapi-middleware
logbook is a Python logging library that simplifies logging setup with a user-friendly API, designed to be an alternative to the standard logging module. GitHub URL: https://github.com/getlogbook/logbook
sqlparse is a Python library for parsing and formatting SQL statements, useful in applications that analyze, modify, or pretty-print SQL queries. GitHub URL: https://github.com/andialbrecht/sqlparse
termcolor is a Python library that adds color to terminal output, enhancing the readability of CLI applications with colored text for logs, errors, and status messages. GitHub URL: https://github.com/hattorihanzo/termcolor
dj-database-url is a utility for configuring database URLs in Django settings, simplifying database configuration by parsing URLs into Django-compatible database settings. GitHub URL: https://github.com/jacobian/dj-database-url
openpyxl is a Python library for reading and writing Excel files in XLSX format, widely used in data processing workflows that involve spreadsheet manipulation. GitHub URL: https://github.com/openpyxl/openpyxl
pikepdf is a Python library built on qpdf for handling and manipulating PDF files, including tasks like merging, splitting, and encryption. GitHub URL: https://github.com/pikepdf/pikepdf
tabulate is a Python library for creating simple, nicely formatted tables in the terminal, often used in CLI applications to display tabular data. GitHub URL: https://github.com/astanin/python-tabulate
orator is an ORM library for Python inspired by Laravel's Eloquent, providing a clean and expressive syntax for database interactions, commonly used in database-driven applications. GitHub URL: https://github.com/sdispater/orator
pymc3 is a Python library for Bayesian statistical modeling and probabilistic machine learning, providing tools for building complex statistical models using Monte Carlo methods. GitHub URL: https://github.com/pymc-devs/pymc
tqdm is a Python library that provides customizable progress bars for loops and iterable objects, often used to display progress in long-running tasks in data processing and training scripts. GitHub URL: https://github.com/tqdm/tqdm
plumbum is a Python library for shell scripting that provides tools for running shell commands, managing paths, and automating command-line tasks, commonly used in automation scripts. GitHub URL: https://github.com/tomerfiliba/plumbum
gevent-websocket is an extension for gevent that adds support for WebSocket communication, enabling real-time, asynchronous networking applications. GitHub URL: https://github.com/jgelens/gevent-websocket
sorl-thumbnail is a Python library for handling image thumbnails, providing easy-to-use tools for image resizing and optimization, commonly used in Django applications. GitHub URL: https://github.com/jazzband/sorl-thumbnail
bpython is an interactive Python interpreter that provides syntax highlighting, auto-completion, and a more user-friendly interface for interactive coding. GitHub URL: https://github.com/bpython/bpython
pypdf4 is a Python library for working with PDF files, supporting operations like merging, splitting, and text extraction, commonly used in document processing workflows. GitHub URL: https://github.com/claird/PyPDF4
pytest-flask is a pytest plugin that provides fixtures and tools for testing Flask applications, streamlining setup and teardown for testing Flask routes and features. GitHub URL: https://github.com/pytest-dev/pytest-flask
pykalman is a Python library that implements the Kalman Filter, commonly used in time series forecasting, tracking, and filtering applications. GitHub URL: https://github.com/pykalman/pykalman
filetype is a Python library that detects the type of a file based on its binary signature, often used to validate or inspect files without relying on file extensions. GitHub URL: https://github.com/h2non/filetype
easyocr is an optical character recognition (OCR) library for Python that can recognize text in over 80 languages, commonly used in document digitization and image processing. GitHub URL: https://github.com/JaidedAI/EasyOCR
gevent-socketio is an extension for gevent that adds Socket.IO support, enabling real-time bidirectional communication for web applications. GitHub URL: https://github.com/abourget/gevent-socketio
bandit is a Python security linter that scans code for common security issues, often integrated into CI pipelines to identify vulnerabilities. GitHub URL: https://github.com/PyCQA/bandit
watchfiles is a Python library for monitoring changes in the filesystem, allowing developers to trigger actions when files are created, modified, or deleted. GitHub URL: https://github.com/samuelcolvin/watchfiles
polyglot is a Python library for natural language processing that supports multilingual text analysis, including language detection, named entity recognition, and sentiment analysis. GitHub URL: https://github.com/aboSamoor/polyglot
isort is a Python utility that automatically sorts imports in Python files to improve code readability and maintain a consistent import order. GitHub URL: https://github.com/PyCQA/isort
pillow-simd is a performance-enhanced fork of the Pillow library, providing faster image processing functions, commonly used in applications requiring high-speed image manipulation. GitHub URL: https://github.com/uploadcare/pillow-simd
aiofiles is a Python library for asynchronous file operations, designed to work with asyncio for non-blocking file I/O in high-performance applications. GitHub URL: https://github.com/Tinche/aiofiles
hypothesis is a Python library for property-based testing, generating test cases that find edge cases automatically, often used for thorough testing in scientific and data-driven applications. GitHub URL: https://github.com/HypothesisWorks/hypothesis
anytree is a Python library for creating and manipulating tree structures, providing an intuitive API for hierarchical data handling, often used in data organization and visualization. GitHub URL: https://github.com/c0fec0de/anytree
aiohttp-jinja2 is an integration of the Jinja2 templating engine with aiohttp, allowing for server-side rendering in asynchronous web applications. GitHub URL: https://github.com/aio-libs/aiohttp-jinja2
debtcollector is a Python library for managing deprecated code, providing warnings and transition support for obsolete functions and classes, often used in long-term projects. GitHub URL: https://github.com/openstack/debtcollector
tenacity is a Python library that provides decorators for retrying operations with customizable retry logic, useful for handling transient errors in network applications. GitHub URL: https://github.com/jd/tenacity
colorama is a Python library for adding color to terminal text, providing cross-platform color support in command-line interfaces, frequently used in CLI tools. GitHub URL: https://github.com/tartley/colorama
filebrowser-safe is a Python library for managing file uploads and organizing files within applications, often used in content management systems (CMS). GitHub URL: https://github.com/stephenmcd/filebrowser-safe
networkx-metis is an extension of NetworkX that provides graph partitioning and community detection functionalities, widely used in social network analysis and clustering applications. GitHub URL: https://github.com/networkx/networkx-metis
dash-bootstrap-components is an add-on for Dash that includes Bootstrap-styled components, allowing developers to build responsive web applications with a modern look and feel. GitHub URL: https://github.com/facultyai/dash-bootstrap-components
iniconfig is a Python library for parsing and handling INI configuration files, simplifying the management of settings in INI format. GitHub URL: https://github.com/pytest-dev/iniconfig
pipx is a Python tool for installing and running Python applications in isolated environments, often used for testing and running Python packages without affecting the system environment. GitHub URL: https://github.com/pypa/pipx
pydub is a Python library for audio manipulation, supporting functions like slicing, merging, and changing audio formats, commonly used in media processing applications. GitHub URL: https://github.com/jiaaro/pydub
auto-sklearn is an automated machine learning (AutoML) library for Python built on Scikit-Learn, providing tools to automate model selection and hyperparameter tuning. GitHub URL: https://github.com/automl/auto-sklearn
boltons is a Python library that provides a set of utility functions and classes for common programming tasks, often used to simplify everyday coding tasks. GitHub URL: https://github.com/mahmoud/boltons
cookiecutter-django is a project template for Django applications that provides a standardized and scalable structure for starting Django projects. GitHub URL: https://github.com/cookiecutter/cookiecutter-django
faust is a stream processing library for Python, built on Kafka, designed for real-time data processing and event-driven architectures. GitHub URL: https://github.com/robinhood/faust
loguru is an easy-to-use Python logging library with a simplified API, providing features like automatic stack trace logging and message formatting. GitHub URL: https://github.com/Delgan/loguru
dash-cytoscape is a component library for Dash that provides tools for building interactive network graphs using Cytoscape.js, often used in data science and bioinformatics. GitHub URL: https://github.com/plotly/dash-cytoscape
pikepdf is a Python library for handling and modifying PDF files, supporting tasks like encryption, merging, and text extraction, built on qpdf. GitHub URL: https://github.com/pikepdf/pikepdf
prompt_toolkit is a Python library for building advanced command-line interfaces with autocompletion, syntax highlighting, and interactive prompts. GitHub URL: https://github.com/prompt-toolkit/python-prompt-toolkit
pyquaternion is a Python library for handling quaternions, providing utilities for 3D rotations and transformations, commonly used in robotics and computer graphics. GitHub URL: https://github.com/KieranWynn/pyquaternion
pyexiv2 is a Python binding for the Exiv2 library, providing tools for reading and writing metadata (EXIF, IPTC, and XMP) in image files, often used in digital photography applications. GitHub URL: https://github.com/LeoHsiao1/pyexiv2
pymc is a Python library for Bayesian modeling and probabilistic machine learning, often used in statistical analysis and predictive modeling. GitHub URL: https://github.com/pymc-devs/pymc
sh is a Python library for running shell commands from within Python scripts with a simple syntax, commonly used for scripting and automation tasks. GitHub URL: https://github.com/amoffat/sh
pycparser is a Python library for parsing C code into an abstract syntax tree, commonly used in code analysis and compilation tasks. GitHub URL: https://github.com/eliben/pycparser
pooch is a Python library for managing data files, making it easy to download, cache, and validate datasets, often used in data science projects. GitHub URL: https://github.com/fatiando/pooch
absl-py (Abseil Python Common Libraries) is a collection of Python utilities from Google, providing tools for application management, testing, and data structures. GitHub URL: https://github.com/abseil/abseil-py
pyexcel-ods3 is a Python library for reading and writing ODS (Open Document Spreadsheet) files, enabling interaction with OpenDocument spreadsheets in data processing workflows. GitHub URL: https://github.com/pyexcel/pyexcel-ods3
memory-profiler is a Python library for monitoring memory usage during code execution, often used for optimizing memory in large applications. GitHub URL: https://github.com/pythonprofilers/memory_profiler
rtree is a Python wrapper around libspatialindex, providing spatial indexing and querying capabilities, commonly used in geographic information systems (GIS). GitHub URL: https://github.com/Toblerity/rtree
covid19py is a Python wrapper for accessing real-time COVID-19 data from various sources, making it easy to retrieve up-to-date information for analysis and visualization. GitHub URL: https://github.com/AlexiaJM/COVID19_py
texttable is a Python library for displaying tabular data in text-based tables, providing options for alignment and border customization, often used in CLI applications. GitHub URL: https://github.com/foutaise/texttable
pdf2image is a Python library for converting PDF pages to PIL Pillow images, frequently used in document processing and image extraction workflows. GitHub URL: https://github.com/Belval/pdf2image
logzero is a Python library for simplifying logging with preconfigured settings, making it easy to set up log formatting and rotation in applications. GitHub URL: https://github.com/metachris/logzero
cairosvg is a Python library that converts SVG files to various formats, including PDF, PNG, and PS, often used in applications requiring scalable graphics. GitHub URL: https://github.com/Kozea/CairoSVG
polyglot is a Python library that enables multilingual NLP, supporting tasks like named entity recognition, language detection, and sentiment analysis. GitHub URL: https://github.com/aboSamoor/polyglot
folium is a Python library for interactive map visualization, allowing users to build web-based maps using Leaflet.js and overlay geographic data. GitHub URL: https://github.com/python-visualization/folium
pytest-rerunfailures is a pytest plugin that allows tests to be rerun on failure, making it useful for handling flaky tests in CI pipelines. GitHub URL: https://github.com/pytest-dev/pytest-rerunfailures
pyrsistent is a Python library that provides immutable data structures, such as persistent lists and dictionaries, commonly used in functional programming. GitHub URL: https://github.com/tobgu/pyrsistent
fsspec is a Python library for abstracting file system operations, supporting local, cloud, and remote file storage, often used in data science for working with various storage backends. GitHub URL: https://github.com/fsspec/filesystem_spec
mocket is a library for mocking socket and HTTP requests in Python, allowing tests to simulate network interactions without real connections. GitHub URL: https://github.com/mindflayer/python-mocket
blessings is a Python library for terminal string formatting, providing utilities for adding color, styling, and positioning text in terminal applications. GitHub URL: https://github.com/erikrose/blessings
dossier is a Python library designed for document classification and natural language processing, offering tools for named entity recognition, text clustering, and more. GitHub URL: https://github.com/dossier/dossier
textdistance is a Python library for measuring the distance between sequences, supporting various algorithms like Levenshtein and Hamming, often used in text similarity tasks. GitHub URL: https://github.com/life4/textdistance
bezier is a Python library for working with Bezier curves, supporting operations like intersection and subdivision, commonly used in graphics and geometry applications. GitHub URL: https://github.com/dhermes/bezier
pandas-profiling generates detailed reports of pandas DataFrames, providing insights such as data types, missing values, and summary statistics, often used for exploratory data analysis. GitHub URL: https://github.com/ydataai/pandas-profiling
certifi provides Python with a set of root certificates for SSL verification, enabling secure HTTPS connections. It’s often used to ensure safe network communication. GitHub URL: https://github.com/certifi/python-certifi
sqlalchemy-migrate is a database schema migration tool for SQLAlchemy, allowing developers to version database schemas and manage schema upgrades. GitHub URL: https://github.com/openstack/sqlalchemy-migrate
pypandoc is a Python wrapper for Pandoc, enabling document conversion between formats like Markdown, HTML, and PDF, often used in documentation projects. GitHub URL: https://github.com/bebraw/pypandoc
dataframe-image is a Python library for converting pandas DataFrames to images, supporting output to PNG and other formats, commonly used for displaying DataFrames in reports and presentations. GitHub URL: https://github.com/dexplo/dataframe_image
pyqrcode is a Python library for generating QR codes, supporting various image formats, commonly used in applications requiring code generation for URLs and data encoding. GitHub URL: https://github.com/mnooner256/pyqrcode
retrying is a Python library that provides decorators for automatically retrying operations, allowing for flexible retry logic in functions, useful for handling intermittent errors in network applications. GitHub URL: https://github.com/rholder/retrying
arrow is a Python library that simplifies date and time manipulation, offering an intuitive API for handling timestamps, time zones, and date parsing. GitHub URL: https://github.com/arrow-py/arrow
dash-extensions provides additional components and tools for Dash applications, enabling features like background callbacks and caching, often used to enhance interactivity and performance. GitHub URL: https://github.com/thedirtyfew/dash-extensions
docx (python-docx) is a Python library for reading, writing, and editing Microsoft Word .docx files, commonly used in applications for generating and modifying Word documents. GitHub URL: https://github.com/python-openxml/python-docx
glom is a Python library for data manipulation, allowing deep data structure transformations and querying with minimal syntax, often used in data wrangling workflows. GitHub URL: https://github.com/mahmoud/glom
marshmallow is a Python library for data serialization and deserialization, providing tools for converting complex data types to native Python data structures, often used in API development. GitHub URL: https://github.com/marshmallow-code/marshmallow
simple-salesforce is a Python client for the Salesforce API, providing tools for interacting with Salesforce data, creating, updating, and retrieving records. GitHub URL: https://github.com/simple-salesforce/simple-salesforce
tornado is a scalable Python web framework and asynchronous networking library, ideal for building real-time web applications and services that require high performance. GitHub URL: https://github.com/tornadoweb/tornado
pymunk is a Python library for 2D physics simulations, built on Chipmunk2D, and used in game development, simulations, and educational projects requiring physics modeling. GitHub URL: https://github.com/viblo/pymunk
loguru is an advanced logging library for Python that simplifies logging configuration, providing easy-to-use syntax for structured logging and error tracking in applications. GitHub URL: https://github.com/Delgan/loguru
xlrd is a Python library for reading data from older Excel (XLS) files, commonly used in data extraction and processing workflows involving legacy spreadsheet formats. GitHub URL: https://github.com/python-excel/xlrd
pytesseract is a Python wrapper for the Tesseract OCR engine, allowing text extraction from images, widely used in document processing and digitization projects. GitHub URL: https://github.com/madmaze/pytesseract
pyotp is a Python library for generating and verifying one-time passwords (OTPs) used in two-factor authentication (2FA), supporting TOTP and HOTP protocols. GitHub URL: https://github.com/pyauth/pyotp
flask-limiter is an extension for Flask that adds rate limiting to Flask applications, helping prevent abuse by restricting the frequency of requests per client. GitHub URL: https://github.com/alisaifee/flask-limiter
pytube is a Python library for downloading videos from YouTube, supporting video and audio extraction in various resolutions, often used in media applications. GitHub URL: https://github.com/pytube/pytube
bumpversion is a tool for automating versioning in Python projects, providing a command-line interface to update version numbers across files consistently. GitHub URL: https://github.com/c4urself/bump2version
mailthon is a Python library for sending emails via SMTP, providing an easy-to-use API for crafting and dispatching email messages in automation workflows. GitHub URL: https://github.com/eugene-eeo/mailthon
pyte is a Python library for simulating a VT220 terminal, allowing for virtual terminal emulation in CLI applications, useful in testing and simulation environments. GitHub URL: https://github.com/selectel/pyte
deeplake is a Python library for storing, managing, and analyzing datasets with version control, commonly used in machine learning workflows for efficient data handling. GitHub URL: https://github.com/activeloopai/deeplake
js2py is a Python library that allows running JavaScript code from within Python by translating it into Python, enabling integration of JavaScript functionality in Python applications. GitHub URL: https://github.com/PiotrDabkowski/Js2Py
moviepy is a Python library for video editing, providing functions for cutting, concatenating, and adding effects to video files, often used in media processing applications. GitHub URL: https://github.com/Zulko/moviepy
unittest2 is an enhanced version of Python’s unittest module with additional features, often used to improve test discovery and reporting in legacy Python versions. GitHub URL: https://github.com/testing-cabal/unittest2
Flask-Bcrypt is an extension for Flask that adds Bcrypt hashing for securely storing passwords, commonly used for password authentication in web applications. GitHub URL: https://github.com/maxcountryman/flask-bcrypt
fastcache is a Python library providing a faster in-memory caching decorator, used as an alternative to functools.lru_cache for performance-critical caching. GitHub URL: https://github.com/pbrady/fastcache
pdfkit is a Python library that provides an interface to wkhtmltopdf, allowing conversion of HTML content into PDF documents, often used in web-to-PDF applications. GitHub URL: https://github.com/JazzCore/python-pdfkit
webcolors is a Python library for working with color names and hexadecimal color codes, allowing easy conversion and manipulation of colors in web and graphics applications. GitHub URL: https://github.com/ubernostrum/webcolors
Flask-WTF is a Flask extension that integrates WTForms for form handling and validation, simplifying form management in Flask applications. GitHub URL: https://github.com/wtforms/flask-wtf
robotframework is an open-source automation framework for acceptance testing and robotic process automation (RPA), providing a keyword-driven approach to test automation. GitHub URL: https://github.com/robotframework/robotframework
webargs is a Python library for parsing and validating request arguments, often used in API frameworks like Flask and Django for handling query and JSON parameters. GitHub URL: https://github.com/marshmallow-code/webargs
bson is a Python library for encoding and decoding BSON (Binary JSON), the format used by MongoDB to store documents, enabling efficient handling of binary JSON data. GitHub URL: https://github.com/py-bson/bson
validators is a Python library that provides functions for validating strings such as emails, URLs, and IP addresses, often used for input validation in web applications. GitHub URL: https://github.com/kvesteri/validators
psycopg is a popular PostgreSQL adapter for Python, known for its advanced database features and high performance, commonly used in Django and other database-driven applications. GitHub URL: https://github.com/psycopg/psycopg2
flask-restful is an extension for Flask that simplifies the creation of RESTful APIs, providing classes and tools for defining resources and handling HTTP methods. GitHub URL: https://github.com/flask-restful/flask-restful
eventlet is a concurrent networking library for Python that uses green threads, enabling asynchronous I/O for building high-performance web servers and networked applications. GitHub URL: https://github.com/eventlet/eventlet
Twisted is an event-driven networking engine for Python, designed for building scalable network applications, often used in web servers, chat services, and network protocols. GitHub URL: https://github.com/twisted/twisted
wtforms-alchemy is an extension for WTForms that provides automatic form generation based on SQLAlchemy models, simplifying form creation in database-driven applications. GitHub URL: https://github.com/kvesteri/wtforms-alchemy
macropy is a Python library for metaprogramming, providing tools for transforming and extending Python syntax at compile time, used in projects requiring DSLs or advanced code transformations. GitHub URL: https://github.com/lihaoyi/macropy
flask-paginate is a Flask extension that provides pagination for web applications, simplifying the process of breaking up data into pages. GitHub URL: https://github.com/lixxu/flask-paginate
pydantic is a Python library for data validation and settings management using type hints, commonly used in FastAPI for request validation and response modeling. GitHub URL: https://github.com/pydantic/pydantic
dnspython is a Python library for DNS manipulation, providing tools for querying and managing DNS records, often used in network management and server applications. GitHub URL: https://github.com/rthalley/dnspython
s3fs is a Python library that provides a file system interface for Amazon S3, allowing pandas and other libraries to read and write data directly to S3 buckets. GitHub URL: https://github.com/fsspec/s3fs
argcomplete is a Python library that provides bash tab-completion for argparse-based CLI applications, enhancing user experience in command-line tools. GitHub URL: https://github.com/kislyuk/argcomplete
py-spy is a sampling profiler for Python applications, allowing users to analyze live performance of Python code without modifying the source code, useful for identifying bottlenecks. GitHub URL: https://github.com/benfred/py-spy
Flask-SocketIO is an extension for Flask that adds WebSocket capabilities, allowing for real-time bidirectional communication in web applications. GitHub URL: https://github.com/miguelgrinberg/Flask-SocketIO
bitarray is a Python library for creating and manipulating arrays of bits, providing efficient memory usage for binary data processing and commonly used in cryptography. GitHub URL: https://github.com/ilanschnell/bitarray
mocket is a library for mocking HTTP and socket requests in Python, allowing for testing network interactions without real network connections. GitHub URL: https://github.com/mindflayer/python-mocket
psutil is a Python library that provides an interface for retrieving system information like CPU, memory, and process details, often used in performance monitoring and diagnostics. GitHub URL: https://github.com/giampaolo/psutil
starlette is a lightweight ASGI framework/toolkit for building high-performance async web applications, often used as a base layer in FastAPI and other web frameworks. GitHub URL: https://github.com/encode/starlette
watchdog is a Python library for monitoring file system events, allowing real-time tracking of changes to files and directories, commonly used in file automation. GitHub URL: https://github.com/gorakhargosh/watchdog
graphene is a Python library for building GraphQL APIs, providing a simple syntax for defining schemas and queries, often used to create flexible API endpoints. GitHub URL: https://github.com/graphql-python/graphene
faker is a Python library for generating fake data, providing tools to create dummy names, addresses, emails, and more, often used in testing and prototyping applications. GitHub URL: https://github.com/joke2k/faker
ftfy (Fixes Text For You) is a Python library that automatically fixes common Unicode errors in text, helping to clean up and standardize text data. GitHub URL: https://github.com/rspeer/python-ftfy
gspread is a Python API wrapper for Google Sheets, allowing developers to read, write, and manipulate spreadsheet data, commonly used in data extraction and reporting. GitHub URL: https://github.com/burnash/gspread
xhtml2pdf is a Python library for converting HTML and CSS content into PDF documents, making it useful for generating print-ready documents from web content. GitHub URL: https://github.com/xhtml2pdf/xhtml2pdf
prettytable is a Python library for creating ASCII tables, offering formatting options for tabular data, often used in command-line applications. GitHub URL: https://github.com/jazzband/prettytable
feedparser is a Python library for parsing RSS and Atom feeds, providing a simple way to retrieve and process feed data, commonly used in news and content aggregation. GitHub URL: https://github.com/kurtmckee/feedparser
pyjwt is a Python library for encoding and decoding JSON Web Tokens (JWT), commonly used for authentication in web applications. GitHub URL: https://github.com/jpadilla/pyjwt
snowflake-connector-python is a Python library for connecting to the Snowflake data warehouse, allowing data retrieval and management for Snowflake users. GitHub URL: https://github.com/snowflakedb/snowflake-connector-python
brotli is a Python binding for the Brotli compression algorithm, providing tools for compressing and decompressing data in a highly efficient manner. GitHub URL: https://github.com/google/brotli
flask-assets is an extension for Flask that provides asset management, allowing developers to bundle and compress JavaScript and CSS files, commonly used in web development. GitHub URL: https://github.com/miracle2k/flask-assets
pynput is a Python library for controlling and monitoring input devices, like keyboards and mice, often used in automation and testing for simulating user input. GitHub URL: https://github.com/moses-palmer/pynput
eventlet is a concurrent networking library that provides asynchronous I/O support for Python, enabling scalable network applications and commonly used in web servers. GitHub URL: https://github.com/eventlet/eventlet
textblob is a Python library for processing textual data, providing utilities for common NLP tasks like part-of-speech tagging, noun phrase extraction, and sentiment analysis. GitHub URL: https://github.com/sloria/TextBlob
pika is a Python library for interfacing with RabbitMQ, enabling easy implementation of message queues and asynchronous communication between distributed systems. GitHub URL: https://github.com/pika/pika
pymongo is the official Python driver for MongoDB, allowing developers to interact with MongoDB databases, perform CRUD operations, and manage data efficiently. GitHub URL: https://github.com/mongodb/mongo-python-driver
flask-admin is an extension for Flask that creates a simple, customizable admin interface for managing application data, commonly used for database-driven web applications. GitHub URL: https://github.com/flask-admin/flask-admin
geopandas is a Python library that extends pandas for geospatial data, allowing for manipulation and visualization of geographic data, often used in GIS applications. GitHub URL: https://github.com/geopandas/geopandas
sqlalchemy-utils provides additional utility functions and data types for SQLAlchemy, helping to simplify common database management tasks in Python applications. GitHub URL: https://github.com/kvesteri/sqlalchemy-utils
passlib is a Python library for password hashing, offering a variety of secure hash algorithms for safely storing and managing passwords in applications. GitHub URL: https://github.com/arthurdejong/passlib
google-auth is a Python library that provides authentication tools for Google APIs, simplifying token management and access for applications using Google services. GitHub URL: https://github.com/googleapis/google-auth-library-python
pydantic is a Python library for data validation and settings management using type hints, commonly used in FastAPI for ensuring data correctness. GitHub URL: https://github.com/pydantic/pydantic
boto3 is the official Python SDK for Amazon Web Services (AWS), providing a high-level API for interacting with AWS services like S3, EC2, and DynamoDB. GitHub URL: https://github.com/boto/boto3
mido is a Python library for working with MIDI files and messages, enabling MIDI sequencing, playback, and manipulation in audio applications. GitHub URL: https://github.com/mido/mido
arrow is a Python library that simplifies date and time manipulation, offering an intuitive API with timezone and human-friendly date parsing. GitHub URL: https://github.com/arrow-py/arrow
smdebug (SageMaker Debugger) is a Python library for debugging and profiling machine learning models during training on Amazon SageMaker, providing insights into model performance. GitHub URL: https://github.com/awslabs/sagemaker-debugger
hypercorn is an ASGI and WSGI server for Python, compatible with FastAPI, Django, and Quart, commonly used in asynchronous web applications. GitHub URL: https://github.com/pgjones/hypercorn
asyncpg is a high-performance PostgreSQL client library for Python, supporting asynchronous operations with asyncio, often used in real-time web applications. GitHub URL: https://github.com/MagicStack/asyncpg
pycares is a Python wrapper for c-ares, providing asynchronous DNS resolution capabilities, often used in network applications requiring non-blocking DNS queries. GitHub URL: https://github.com/saghul/pycares
textgenrnn is a Python library for training and using recurrent neural networks (RNNs) for text generation, commonly used in NLP for generating text-based models. GitHub URL: https://github.com/minimaxir/textgenrnn
visdom is a Python library for real-time visualization of data in machine learning experiments, often used to track metrics and visualize outputs during training. GitHub URL: https://github.com/facebookresearch/visdom
FlashText is a Python library for fast keyword searching and replacement, designed to handle large lists of keywords more efficiently than traditional search methods. GitHub URL: https://github.com/vi3k6i5/flashtext
ptpython is an advanced interactive Python shell that provides features like syntax highlighting, auto-completion, and multi-line editing, often used for enhanced interactive coding experiences. GitHub URL: https://github.com/prompt-toolkit/ptpython
ply (Python Lex-Yacc) is a Python library for lexical analysis and parsing, providing tools to construct interpreters and compilers by defining grammar rules. GitHub URL: https://github.com/dabeaz/ply
pyright is a static type checker for Python code, offering support for type hints and used to enforce type correctness in large codebases, often integrated with Visual Studio Code. GitHub URL: https://github.com/microsoft/pyright
gensim is a Python library for natural language processing, providing tools for topic modeling, document similarity, and word embeddings, commonly used in text mining. GitHub URL: https://github.com/RaRe-Technologies/gensim
Flask-Caching is a Flask extension for adding caching capabilities to Flask applications, providing support for caching with backends like Redis and Memcached. GitHub URL: https://github.com/sh4nks/flask-caching
databricks-cli is a command-line interface for Databricks, enabling users to interact with the Databricks platform to manage clusters, jobs, and resources. GitHub URL: https://github.com/databricks/databricks-cli
pyttsx3 is a Python library for offline text-to-speech conversion, providing support for multiple voices and customizable speech parameters. GitHub URL: https://github.com/nateshmbhat/pyttsx3
librosa is a Python library for audio and music analysis, providing tools for tasks like feature extraction, beat tracking, and spectrogram creation, widely used in music information retrieval. GitHub URL: https://github.com/librosa/librosa
gym is a toolkit for developing and comparing reinforcement learning algorithms, offering a variety of environments for training and testing machine learning models. GitHub URL: https://github.com/openai/gym
mplfinance is a Python library for financial and stock market data visualization, providing candlestick and other types of financial charts, built on Matplotlib. GitHub URL: https://github.com/matplotlib/mplfinance
maya is a Python library for easy and intuitive date and time handling, built to simplify complex date parsing, timezone management, and human-friendly date formats. GitHub URL: https://github.com/timofurrer/maya
joblib is a Python library that provides lightweight pipelining and parallel processing, often used to optimize performance in machine learning and data science workflows. GitHub URL: https://github.com/joblib/joblib
python-louvain is a Python library that implements the Louvain method for community detection in large networks, commonly used in social network and graph analysis. GitHub URL: https://github.com/taynaud/python-louvain
pyinstrument is a Python profiler that produces human-readable performance reports, helping developers identify bottlenecks in code execution. GitHub URL: https://github.com/joerick/pyinstrument
plac is a Python library for creating command-line interfaces with minimal code, often used to simplify argument parsing in CLI applications. GitHub URL: https://github.com/micheles/plac
pyfiglet is a Python library that converts text into ASCII art, providing a fun and customizable way to display messages in command-line applications. GitHub URL: https://github.com/pwaller/pyfiglet
pdfquery is a Python library for extracting text and metadata from PDF files, optimized for structured PDFs that contain tables and forms. GitHub URL: https://github.com/jcushman/pdfquery
ib_insync is a Python library for interfacing with the Interactive Brokers API, making it easier to implement trading algorithms and retrieve market data. GitHub URL: https://github.com/erdewit/ib_insync
pyswarm is a Python library that provides particle swarm optimization (PSO) algorithms, commonly used in optimization tasks for machine learning and engineering problems. GitHub URL: https://github.com/tisimst/pyswarm
pyserial is a Python library for serial port communication, allowing easy access and control over serial devices, commonly used in hardware and embedded systems projects. GitHub URL: https://github.com/pyserial/pyserial
fiona is a Python library for reading and writing vector geospatial data, providing an easy interface for working with shapefiles and other GIS formats. GitHub URL: https://github.com/Toblerity/Fiona
plotnine is a Python library inspired by ggplot2 in R, implementing a grammar of graphics for creating complex and layered visualizations with minimal code. GitHub URL: https://github.com/has2k1/plotnine
progressbar2 is a Python library for creating progress bars in command-line applications, supporting customizable progress indicators for long-running tasks. GitHub URL: https://github.com/WoLpH/python-progressbar
quandl is a Python client for the Quandl API, providing access to a vast range of financial, economic, and alternative datasets for research and analysis. GitHub URL: https://github.com/quandl/quandl-python
pydicom is a Python library for reading and writing DICOM files, commonly used in medical imaging applications to handle radiology and other healthcare data. GitHub URL: https://github.com/pydicom/pydicom
zbar-py is a Python library for barcode and QR code scanning, built on zbar, and used in applications that require decoding of visual codes. GitHub URL: https://github.com/NaturalHistoryMuseum/zbar-py
nilearn is a Python library for fast and easy statistical learning analysis of neuroimaging data, often used in neuroscience and brain imaging research. GitHub URL: https://github.com/nilearn/nilearn
overrides is a Python decorator library that enforces method overrides, helping to ensure that subclasses correctly override superclass methods in large codebases. GitHub URL: https://github.com/mkorpela/overrides
tinycss is a Python library for parsing CSS, providing tools to analyze and manipulate CSS stylesheets, commonly used in web scraping and rendering projects. GitHub URL: https://github.com/Kozea/tinycss
pandas-ta is a Python library that provides a large collection of technical analysis indicators for pandas, commonly used in financial and stock market analysis. GitHub URL: https://github.com/twopirllc/pandas-ta
scrapy-splash is an extension for Scrapy that adds support for rendering JavaScript content using Splash, enabling scraping of dynamic web pages. GitHub URL: https://github.com/scrapy-plugins/scrapy-splash
pycountry is a Python library that provides ISO country, language, and currency information, useful in applications that require standardized geographic data. GitHub URL: https://github.com/flyingcircusio/pycountry
pymatgen (Python Materials Genomics) is a library for materials science, providing tools for analyzing structures and performing materials simulations, often used in computational chemistry. GitHub URL: https://github.com/materialsproject/pymatgen
seaborn-image is an extension of seaborn for visualizing image data, adding support for common operations and plots related to image processing in Python. GitHub URL: https://github.com/anhquan0412/seaborn-image
python-rtmidi is a Python library that provides bindings for RTMidi, allowing MIDI input and output, commonly used in music and audio applications. GitHub URL: https://github.com/SpotlightKid/python-rtmidi
pyproj is a Python interface to the PROJ library, providing support for geospatial coordinate transformations, commonly used in GIS applications. GitHub URL: https://github.com/pyproj4/pyproj
yfinance is a Python library that allows easy access to historical market data from Yahoo Finance, used in financial analysis and stock market applications. GitHub URL: https://github.com/ranaroussi/yfinance
pyftpdlib is a Python library for creating FTP servers, providing an easy interface to handle FTP connections and file transfers. GitHub URL: https://github.com/giampaolo/pyftpdlib
asyncpgsa is an asynchronous Python library that integrates asyncpg with SQLAlchemy, providing a hybrid approach for asynchronous SQLAlchemy queries with PostgreSQL. GitHub URL: https://github.com/CanopyTax/asyncpgsa
imutils is a Python library for simplifying basic image processing operations, providing functions for resizing, rotating, and other common image manipulations, often used in computer vision projects. GitHub URL: https://github.com/jrosebr1/imutils
lightfm is a Python library for building hybrid recommendation systems, supporting collaborative and content-based filtering, commonly used in personalization and recommendation engines. GitHub URL: https://github.com/lyst/lightfm
unqlite-python is a Python binding for the UnQLite embedded NoSQL database, providing support for key-value store and document store operations without a separate server. GitHub URL: https://github.com/coleifer/unqlite-python
eel is a Python library for building web-based GUIs for desktop applications, allowing developers to use HTML, CSS, and JavaScript to create user interfaces. GitHub URL: https://github.com/ChrisKnott/Eel
b2sdk is a Python SDK for Backblaze B2 Cloud Storage, enabling interactions with Backblaze for file uploads, downloads, and storage management. GitHub URL: https://github.com/Backblaze/b2-sdk-python
pylast is a Python interface to the Last.fm and Libre.fm APIs, enabling access to music data, such as track and artist information, commonly used in music-related applications. GitHub URL: https://github.com/pylast/pylast
dearpygui is an immediate-mode Python GUI framework that enables the creation of fast and responsive graphical user interfaces for applications, often used for real-time tools. GitHub URL: https://github.com/hoffstadt/DearPyGui
webargs-aiohttp is an extension of webargs for aiohttp, simplifying the parsing and validation of HTTP request arguments in asynchronous web applications. GitHub URL: https://github.com/sloria/webargs-aiohttp
scalene is a high-performance Python profiler focused on CPU and memory usage, optimized for profiling complex, CPU-bound applications. GitHub URL: https://github.com/plasma-umass/scalene
xarray is a Python library for working with multi-dimensional arrays, providing data structures and functions for scientific data analysis, often used in climate science and meteorology. GitHub URL: https://github.com/pydata/xarray
pywavelets is a Python library for wavelet transforms, providing tools for signal processing, image compression, and feature extraction, commonly used in scientific and engineering applications. GitHub URL: https://github.com/PyWavelets/pywt
djangorestframework-simplejwt is an extension for Django Rest Framework that implements JSON Web Token (JWT) authentication, commonly used for secure user authentication in APIs. GitHub URL: https://github.com/jazzband/djangorestframework-simplejwt
simpy is a Python library for discrete-event simulation, allowing developers to model and simulate complex systems, often used in logistics and operations research. GitHub URL: https://github.com/pytransitions/simpy
pyrr is a Python library for 3D graphics math, providing support for vectors, matrices, and quaternions, frequently used in game development and graphics programming. GitHub URL: https://github.com/adamlwgriffiths/Pyrr
ttkthemes is a Python library that extends Tkinter with customizable themes, providing a variety of styles for graphical user interfaces. GitHub URL: https://github.com/RedFantom/ttkthemes
pyzotero is a Python wrapper for the Zotero API, enabling programmatic access to the Zotero library for managing references and bibliographic data. GitHub URL: https://github.com/urschrei/pyzotero
django-allauth is an authentication and registration framework for Django, supporting multiple account types and social media logins, commonly used in web applications. GitHub URL: https://github.com/pennersr/django-allauth
pycld2 is a Python binding for Google’s CLD2 library, enabling language detection in text data, often used in natural language processing applications. GitHub URL: https://github.com/aboSamoor/pycld2
spacy-streamlit is an extension for integrating spaCy NLP models with Streamlit, allowing for easy deployment of interactive natural language processing demos. GitHub URL: https://github.com/explosion/spacy-streamlit
pint is a Python library for units of measurement, providing a straightforward way to handle units and conversions in scientific calculations. GitHub URL: https://github.com/hgrecco/pint
clint is a Python library for building command-line interfaces, providing tools for colored output, progress bars, and simple input handling. GitHub URL: https://github.com/kennethreitz/clint
pyrender is a Python library for 3D rendering, offering a simple interface for rendering scenes with meshes, cameras, and lights, commonly used in computer graphics applications. GitHub URL: https://github.com/mmatl/pyrender
braintree-python is a Python client for the Braintree payment gateway API, enabling integration with payment processing services for handling transactions. GitHub URL: https://github.com/braintree/braintree_python
pytrends is an unofficial Python API for Google Trends, allowing users to retrieve search trend data for analysis and research purposes. GitHub URL: https://github.com/GeneralMills/pytrends
python-nubia is a Python framework for creating rich command-line applications, with support for auto-completion, argument parsing, and subcommands, designed for complex CLI tools. GitHub URL: https://github.com/facebookincubator/python-nubia
PyOpenGL is a Python binding for the OpenGL API, enabling cross-platform 3D graphics programming, widely used in game development and visualization. GitHub URL: https://github.com/mcfletch/pyopengl
gym-minigrid is a minimalist gridworld environment for reinforcement learning, compatible with OpenAI Gym, commonly used in AI research for navigation and planning tasks. GitHub URL: https://github.com/Farama-Foundation/gym-minigrid
mpu is a Python library offering various utility functions for common data science tasks, including distance calculations, data I/O, and JSON manipulation. GitHub URL: https://github.com/MartinThoma/mpu
pytext is a Python NLP library from Facebook AI, designed for building and deploying text classification, language modeling, and other natural language models. GitHub URL: https://github.com/facebookresearch/pytext
fhirpy is a Python client for working with FHIR (Fast Healthcare Interoperability Resources), enabling interaction with FHIR-based healthcare APIs, commonly used in medical data applications. GitHub URL: https://github.com/beda-software/fhir-py
gdown is a Python library for downloading files from Google Drive using a simple command, often used to retrieve large datasets hosted on Google Drive. GitHub URL: https://github.com/wkentaro/gdown
pybbm is a forum framework for Django, providing a modular and customizable solution for adding discussion forums to Django web applications. GitHub URL: https://github.com/hovel/pybbm
manim is a Python library for creating mathematical animations, commonly used in educational videos to visualize concepts in algebra, calculus, and other math topics. GitHub URL: https://github.com/3b1b/manim
diffios is a Python library for comparing network configurations, particularly useful for managing configuration changes and identifying discrepancies in network devices. GitHub URL: https://github.com/CiscoDevNet/diffios
web3.py is a Python library for interacting with the Ethereum blockchain, supporting tasks such as deploying and querying smart contracts. GitHub URL: https://github.com/ethereum/web3.py
msgpack-python is a Python library for MessagePack, a binary data format that’s more efficient than JSON, commonly used in data serialization for performance-sensitive applications. GitHub URL: https://github.com/msgpack/msgpack-python
cookiecutter-pypackage is a project template for Python packages, providing a standard structure for creating new libraries with best practices. GitHub URL: https://github.com/audreyfeldroy/cookiecutter-pypackage
PyInquirer is a Python library for building interactive command-line interfaces, inspired by Inquirer.js, supporting multiple question types for user input. GitHub URL: https://github.com/CITGuru/PyInquirer
py3dns is a Python library for DNS querying and resolution, providing an interface for performing DNS lookups directly within Python applications. GitHub URL: https://github.com/strayiker/py3dns
Django-REST-knox is an authentication library for Django Rest Framework that provides token-based authentication with more secure handling and logout options. GitHub URL: https://github.com/James1345/django-rest-knox
blinker is a Python library for creating and dispatching signals, commonly used for event-driven programming in applications like Flask. GitHub URL: https://github.com/jek/blinker
pytime is a Python library for easy date and time manipulation, offering a user-friendly API for parsing, formatting, and calculating dates. GitHub URL: https://github.com/shinux/PyTime
spotify-cli is a Python library for controlling Spotify through the command line, enabling playback control and access to Spotify’s API from terminal-based applications. GitHub URL: https://github.com/evansmwendwa/spotify-cli
pdfplumber is a Python library for extracting text, tables, and metadata from PDF files, often used in document processing and text extraction workflows. GitHub URL: https://github.com/jsvine/pdfplumber
beaker is a Python library for caching and session management, commonly used in web applications to improve performance and user session handling. GitHub URL: https://github.com/bbangert/beaker
bambi is a Python library for Bayesian regression models, providing a high-level interface for defining and fitting complex statistical models. GitHub URL: https://github.com/bambinos/bambi
dotenv-linter is a linter for .env files, used to ensure consistent formatting and detect potential issues in environment variable configuration files. GitHub URL: https://github.com/dotenv-linter/dotenv-linter
maya is a Python library designed for simple and intuitive date and time parsing and formatting, often used in applications that require flexible date handling. GitHub URL: https://github.com/timofurrer/maya
tavily is a Python library for analyzing and visualizing audio signal spectrograms, commonly used in audio research and sound classification tasks. GitHub URL: https://github.com/avnigha/tavily
basemap is a Python toolkit for Matplotlib that facilitates map plotting, supporting geographic projections and spatial data visualization, often used in scientific and geographic applications. GitHub URL: https://github.com/matplotlib/basemap
Give me 10 more. Do not repeat yourself.
BUDDHA
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