Python symbolic-computation

Open-source Python projects categorized as symbolic-computation
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Probability Transpiler automatic-differentiation Theano Tensor
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Top 4 Python symbolic-computation Projects

symbolic-computation

  1. aesara

    Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.

  2. Sevalla

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  3. tensorgrad

    Machine Learning with Symbolic Tensors

    Project mention: Tensor Evolution: A Framework for Fast Evaluation Using Recurrences | news.ycombinator.com | 2025-02-18

    This is neat! I've been thinking about how to best express recursion with diagrams for tensorgrad (https://github.com/thomasahle/tensorgrad) and this might just be it.

  4. kanren

    An extensible, lightweight relational/logic programming DSL written in pure Python

    Project mention: What Is miniKanren? | news.ycombinator.com | 2025-01-02

    Is that even possible for something like this? You've got a pretty long list of implementations, each having its own language specific syntax, e.g. https://github.com/pythological/kanren for one python version - and there are several Python versions linked on the homepage.

  5. qiskit-symb

    Symbolic evaluation of parameterized quantum circuits in Qiskit

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 symbolic-computation discussion

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Python symbolic-computation related posts

  • Kanren: An extensible, lightweight relational/logic programming DSL in Python

    1 project | news.ycombinator.com | 3 Feb 2024

  • When do you use generators?

    1 project | /r/Python | 21 Mar 2022

  • Five-minute Multimethods in Python by Guido van Rossum - March 30, 2005

    1 project | /r/Python | 1 Mar 2021

Index

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

# Project Stars
1 aesara 1,216
2 tensorgrad 327
3 kanren 217
4 qiskit-symb 37

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