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Blazing-fast, Neuro-symbolic Data-Wrangling toolkit

Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

Describing statistical models in Python using symbolic formulas

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript

:coffee: Symja - computer algebra language & symbolic math library. A collection of popular algorithms implemented in pure Java.

A Symbolic Package for Octave using SymPy

Crucible is a library for symbolic simulation of imperative programs

Neuro-symbolic interpretation learning (mostly just language-learning, for now)

An engine for symbolic manipulation and numeric evaluation of math formulas expressed with MathJSON

Symbolic Learning in Python and Julia

Distributed High-Performance Symbolic Regression in Julia

MIDI / symbolic music tokenizers for Deep Learning models 🎶

A high-performance, parallel, compilation-based symbolic execution engine

Machine Learning with Symbolic Tensors

YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

Keras based framework for neuro-symbolic LM systems