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Top Python Math Libraries 2025

GitHub Libraries → Python → Math Libraries
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3b1b/manim 76K +263

added 1 month ago

Manim is an engine for precise programmatic animations, designed for creating explanatory math videos.

Python Math Libraries Animation Libraries

manimcommunity/manim 31K +214

added 1 month ago

A community maintained Python library for creating mathematical animations.

Python Math Libraries Animation Libraries

numpy/numpy 29K +74

added 1 month ago

NumPy is the fundamental package for scientific computing with Python.

Python Math Libraries Data Science Libraries

sympy/sympy 13K +26

added 1 month ago

A computer algebra system written in pure Python

Python Math Libraries

scipy/scipy 13K +26

added 1 month ago

SciPy is an open-source software for mathematics, science, and engineering. It includes modules for statistics, optimization, integration, linear algebra, Fourier transforms, signal and image processing, ODE solvers, and more.

Python Data Science Libraries Math Libraries Statistics Libraries

statsmodels/statsmodels 10K +34

added 1 month ago

Statistical modeling and econometrics in Python

Python Math Libraries Statistics Libraries

pymc-devs/pymc 8K +17

added 1 month ago

Bayesian Modeling and Probabilistic Programming in Python.

Python Statistics Libraries Math Libraries

pyro-ppl/pyro 8K +19

added 1 month ago

Deep universal probabilistic programming with Python and PyTorch

Python AI / ML Libraries Math Libraries

sagemath/sage 1K +13

added 1 month ago

SageMath is a free, open-source math software that integrates multiple powerful tools, providing an alternative to proprietary systems like Magma, Maple, and Mathematica.

Python Math Libraries

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