here is a table of 100 Python libraries grouped by functionality

here is a table of 100 Python libraries grouped by functionality and with a short description and download link for each:

FunctionalityLibraryDescriptionDownload Link
Data AnalysisPandasProvides data structures and tools for data analysis
NumPyA library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions
SciPyA library used for scientific and technical computing, including optimization, linear algebra, integration, interpolation, signal and image processing, and more
DaskProvides advanced parallelism for analytics, enabling performance at scale for the tools you love
VaexA library for large-scale tabular data, enabling interactive visualization and efficient computation
Data VisualizationMatplotlibCreates static, animated, and interactive visualizations in Python
SeabornA library based on Matplotlib that provides a high-level interface for creating informative and attractive statistical graphics
PlotlyA library for creating interactive, publication-quality graphs and visualizations, including 3D graphs, heatmaps, and more
BokehA library for creating interactive visualizations for modern web browsers, including streaming, real-time data, and big data
AltairA declarative visualization library for creating interactive visualizations in the browser, based on the Vega-Lite visualization grammar
Machine LearningScikit-learnProvides simple and efficient tools for data mining and data analysis, including classification, regression, clustering, and more
TensorFlowAn open-source machine learning framework for building and training machine learning models, including deep learning models
PyTorchA library for creating dynamic computational graphs and building deep learning models, emphasizing flexibility and speed
KerasProvides a high-level neural networks API, written in Python and capable of running on top of TensorFlow, Theano, or CNTK
XGBoostA library for gradient boosting trees, used for supervised learning problems, including regression, classification, and ranking
Natural Language ProcessingNLTKA platform for building Python programs to work with human language data, including tokenization, stemming, tagging, parsing, and more
spaCyA library for advanced natural language processing in Python, including named entity recognition, part-of-speech tagging, dependency parsing, and more
GensimA library for topic modeling and natural language processing, including document similarity analysis, text summarization, and more
TextBlobA library for processing textual data, including sentiment analysis, part-of-speech tagging, and more
TransformersA library for state-of-the-art natural language processing, including pre-trained models for tasks such as question answering, sentiment analysis, and more
Web DevelopmentFlaskA micro web framework written in Python, used for building web applications and APIs
DjangoA high-level web framework written in Python, used for building web applications and APIs with batteries included
FastAPIA modern, fast (high-performance) web framework for building APIs with Python 3.7+ based on standard Python type hints
TornadoA Python web framework and asynchronous networking library, used for building high-performance, non-blocking web servers and applications
PyramidA lightweight web framework for building web applications and APIs, emphasizing flexibility and modularity
GUI DevelopmentPyQtA set of Python bindings for the Qt application framework and runs on all platforms supported by Qt, used for building desktop applications with a native look and feel
PySideA set of Python bindings for the Qt application framework, similar to PyQt, used for building desktop applications with a native look and feel
wxPythonA set of Python bindings for the wxWidgets C++ GUI toolkit, used for building cross-platform desktop applications
TkinterA standard Python library for creating GUI applications, including buttons, menus, dialogs, and more
Image ProcessingPillowA fork of the Python Imaging Library (PIL) that adds support for opening, manipulating, and saving many different image file formats
OpenCVA library of programming functions mainly aimed at real-time computer vision, including object detection, face recognition, and more
Scikit-imageA collection of algorithms for image processing, including filtering, segmentation, feature extraction, and more
SimpleITKA library for image analysis and scientific computing, including registration, segmentation, and more
Scientific ComputingSciPyA library used for scientific and technical computing, including optimization, linear algebra, integration, interpolation, signal and image processing, and more
SymPyA library for symbolic mathematics, including algebraic manipulation, calculus, and more
PandasProvides data structures and tools for data analysis, including reading and writing data, filtering, merging, and more
PyomoA Python-based open-source software package for formulating, solving, and analyzing optimization models
Game DevelopmentPygameA set of Python modules designed for writing video games, including graphics, sound, input, and more
ArcadeA Python library for creating 2D arcade games, including graphics, sound, physics, and more
PyOpenGLA Python wrapper for the OpenGL API, used for creating 3D graphics and games
PygletA cross-platform windowing and multimedia library for Python, used for creating games, multimedia applications, and more
MiscellaneousRequestsA library for making HTTP requests in Python, including GET, POST, PUT, DELETE, and more
Beautiful SoupA library for web scraping in Python, used for parsing HTML and XML documents
PyAutoGUIA cross-platform GUI automation library for Python, used for automating mouse clicks, keyboard presses, and more
PyInstallerA program that converts Python programs into standalone executables, including all necessary libraries and resources
PyPDF2A library for working with PDF files in Python, including merging, splitting, cropping, and more
PySerialA library for serial communication between a Python and a microcontroller or other device, used for controlling hardware
Pygame ZeroA beginner-friendly wrapper around Pygame for making games, focusing on simplicity and ease of use
PyTesseractA Python wrapper for Tesseract-OCR, used for optical character recognition (OCR) in images and PDFs
Here’s a table of Python libraries along with their descriptions and download links

Here’s a table of Python libraries along with their descriptions and download links:

LibraryDescriptionDownload Link
NumPyA library for working with arrays and matrices.
SciPyA library for scientific and technical computing, including optimization and signal processing.
PandasA library for working with data in tabular form, including importing, cleaning, and analyzing data.
MatplotlibA library for creating static, animated, and interactive visualizations in Python.
SeabornA library for creating statistical graphics and visualizations.
PlotlyA library for creating interactive and dynamic visualizations.
Scikit-learnA library for machine learning in Python, including classification, regression, and clustering algorithms.
TensorFlowAn open-source platform for building and deploying machine learning models.
KerasA high-level neural networks API, built on top of TensorFlow, for building and training deep learning models.
PyTorchAn open-source machine learning library that is primarily used for deep learning applications, including computer vision and natural language processing.
OpenCVA library for computer vision and machine learning, including object detection and recognition.
NLTKA library for natural language processing, including tokenization, stemming, and sentiment analysis.
GensimA library for unsupervised topic modeling and natural language processing, including document similarity and clustering.
SpaCyA library for natural language processing, including named entity recognition and part-of-speech tagging.
NetworkXA library for creating, manipulating, and studying complex networks, including social networks and transportation networks.
PygameA library for creating video games and multimedia applications in Python.
RequestsA library for making HTTP requests in Python, including GET and POST requests.
BeautifulSoupA library for parsing HTML and XML documents in Python.
FlaskA lightweight web application framework for Python, used for building web applications and APIs.
DjangoA high-level web application framework for Python, used for building complex, database-driven websites and applications.
SQLAlchemyA library for working with databases, including creating, querying, and manipulating data.
Pygame ZeroA library for building games and interactive multimedia applications in Python, using a simplified API.
Pygame GUIA library for creating graphical user interfaces (GUIs) in Pygame, with support for buttons, sliders, and text input.
Pygame MenuA library for creating menus and UIs in Pygame, with support for themes, animations, and sound effects.
Pygame UIA library for creating user interfaces and widgets in Pygame, with support for custom styling and theming.
Pygame WidgetsA library for creating user interface widgets in Pygame, including buttons, sliders, and text input.
Pygame Text InputA library for creating text input widgets in Pygame, with support for keyboard navigation and selection.
Pygame DrawA library for drawing shapes and graphics in Pygame, with support for polygons, circles, and lines.
Pygame GFXA library for creating custom graphics and effects in Pygame, including particle systems and shaders.
Pygame VectorA library for performing vector math operations in Pygame, including dot products and vector projection.
Pygame CameraA library for working with cameras and video input in Pygame, including webcams and video files.
Pygame SoundA library for working with sound and music in Pygame, including playing, pausing, and stopping audio.
Pygame MixerA library for playing and mixing multiple sound channels in Pygame, including sound effects and music.
Pygame ColorA library for working with colors and color spaces in Pygame, including RGB, HSL, and HSV.
Pygame EventA library for handling user input events in Pygame, including mouse clicks, keyboard presses, and window events.
Pygame TimeA library for working with time and timing in Pygame, including setting frame rates and delays.
Pygame RectA library for creating and manipulating rectangular areas in Pygame, including collision detection and object positioning.
Pygame TransformA library for transforming and rotating images and surfaces in Pygame, including scaling and flipping.
Pygame SurfaceA library for working with surfaces and images in Pygame, including loading, saving, and manipulating images.
Pygame FontA library for working with fonts and text in Pygame, including rendering and measuring text.
Pygame ImageA library for working with images and surfaces in Pygame, including loading, saving, and manipulating images.
Pygame MathA library for performing math operations in Pygame, including trigonometry and linear algebra.
Pygame JOYA library for working with joysticks and game controllers in Pygame, including detecting button presses and analog inputs.
Pygame CDA library for working with CDs and CD-ROM drives in Pygame, including playing and ejecting CDs.
Pygame MovieA library for playing and working with video files in Pygame, including controlling playback and seeking.
Pygame PixelArrayA library for working with pixel arrays and surfaces in Pygame, including direct access to pixel data.
Pygame ExamplesA collection of examples and demos for Pygame, including games, animations, and simulations.
Pygame DocsThe official documentation for Pygame, including tutorials, references, and API documentation.
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