Python computer-algebra

Open-source Python projects categorized as computer-algebra
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Top 3 Python computer-algebra Projects

  • SymPy

    A computer algebra system written in pure Python

    • Project mention: AutoCodeRover resolves 22% of real-world GitHub in SWE-bench lite | news.ycombinator.com | 2024-04-09

    Thank you for your interest. There are some interesting examples in the SWE-bench-lite benchmark which are resolved by AutoCodeRover:

    - From sympy: https://github.com/sympy/sympy/issues/13643. AutoCodeRover's patch for it: https://github.com/nus-apr/auto-code-rover/blob/main/results...

    - Another one from scikit-learn: https://github.com/scikit-learn/scikit-learn/issues/13070. AutoCodeRover's patch (https://github.com/nus-apr/auto-code-rover/blob/main/results...) modified a few lines below (compared to the developer patch) and wrote a different comment.

    There are more examples in the results directory (https://github.com/nus-apr/auto-code-rover/tree/main/results).

  • Mathics

    This repository is for archival. Please see https://github.com/Mathics3/mathics-core

    • Project mention: The Story Continues: Announcing Version 14 of Wolfram Language and Mathematica | news.ycombinator.com | 2024-01-12

    There's Mathics, a subset of the language implemented in Python, but unfortunately after the main author of that was hired by Wolfram, the project seems to have basically died. Still fun for what it is.

    https://mathics.org/

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  • spacetimeengine

    A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.

    • Project mention: SymPy: Symbolic Mathematics in Python | news.ycombinator.com | 2024-02-28

    A decade ago when I was interested in General Relativity I wanted to write a simple program to handle symbolic calculations for Einstein field equations (Starting with metric and calculated affine connections, ricci tensor …etc.). Sympy was an option (better because python was the only language I know well) but I found it hard and actually couldn't make it work. I used mathematica which was new for me but did it in a couple of hours. I expanded it later and used it to calculate a lot of things in a black hole paper I published later.

    I checked now, and it seems that on this front a lot of development in sympy made it possible that we know how very good libraries built on top of it [1] [2]. There is even now a Jupyter notebook example on schwarzschild metric [3].

    [1] https://docs.einsteinpy.org

    [2]https://github.com/spacetimeengineer/spacetimeengine

    [3] https://github.com/sympy/sympy/blob/master/examples/intermed...

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 computer-algebra related posts

Index

What are some of the best open-source computer-algebra projects in Python? This list will help you:

Project Stars
1 SymPy 12,435
2 Mathics 2,074
3 spacetimeengine 143

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