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Top 23 Python Math Projects
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It looks like Narwhals; "Narwhals and scikit-Lego came together to achieve dataframe-agnosticism" https://news.ycombinator.com/item?id=40950813 :
> Narwhals: https://narwhals-dev.github.io/narwhals/ :
>> Extremely lightweight compatibility layer between [pandas, Polars, cuDF, Modin]
> Lancedb/lance works with [Pandas, DuckDB, Polars, Pyarrow,]; https://github.com/lancedb/lance
SymPy has Solvers for ODEs and PDEs and convex optimization. SymPy also has lambdify to compile from a relatively slow symbolic expression tree to faster 'vectorized' functions
From https://news.ycombinator.com/item?id=40683777 re: warp :
> sympy.utilities.lambdify.lambdify() https://github.com/sympy/sympy/blob/main/sympy/utilities/lam... :
>>> """Convert a SymPy expression into a function that allows for fast numeric evaluation""" [with e.g. the CPython math module, mpmath, NumPy, SciPy, CuPy, JAX, TensorFlow, PyTorch (*), SymPy, numexpr, but not yet cmath]
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mathgenerator
A math problem generator, created for the purpose of giving self-studying students and teaching organizations the means to easily get access to high-quality, generated math problems to suit their needs.
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math-worksheet-generator
Create basic addition, subtraction, multiplication and division practice questions with the answer sheet
In the past three months, I worked on various open source projects, including my own project Repo Context Packager, Math Worksheet Generator and Open Web Calendar. This month, I want to challenge myself to work on a larger and more widely used project - Scrapy, a Python module for web crawling.
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GAS
Generative Art Synthesizer - a python program that generates python programs that generates generative art
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Satisfactory-Splitter-Calculator
A tool to help calculate how to split conveyors in Satisfactory into specific ratios.
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Ultimate-Calculator
This is an incredibly powerful calculator and converter that is capable of many useful day-to-day functions that typical calculators cannot perform.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Math discussion
Python Math related posts
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Show HN: Manim-Studio – Prompt to 3blue1brown video
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NumClass – a Python CLI that classifies integers into 200+ number-theory properties (looking for testers)
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Automatic Differentiation Can Be Incorrect
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Launch HN: Golpo (YC S25) – AI-generated explainer videos
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Visual Explanations of Mathematics
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PlutoViz: Introduction
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LAPACK in your web browser
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A note from our sponsor - SaaSHub
www.saashub.com | 14 Jun 2026
Index
What are some of the best open-source Math projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | SymPy | 14,681 |
| 2 | mlcourse.ai | 10,625 |
| 3 | math | 1,365 |
| 4 | mathgenerator | 733 |
| 5 | quaternion | 655 |
| 6 | math-worksheet-generator | 532 |
| 7 | VSCode-LaTeX-Inkscape | 530 |
| 8 | pyrgg | 223 |
| 9 | IKBT | 216 |
| 10 | Blender_ParadoxToolkit | 183 |
| 11 | calcpy | 117 |
| 12 | GAS | 60 |
| 13 | Satisfactory-Splitter-Calculator | 45 |
| 14 | manim-projects | 44 |
| 15 | Ultimate-Calculator | 42 |
| 16 | isosurfaces | 38 |
| 17 | intro-manim | 18 |
| 18 | Particle-life | 13 |
| 19 | dragon-curve | 10 |
| 20 | Nspire-Library | 9 |
| 21 | Brian-Beckman-phors-Implementation | 9 |
| 22 | misc | 8 |
| 23 | pylcg | 8 |
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