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@astroautomata

Astro Automata

Astro Automata Group at the University of Cambridge

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  1. PySR PySR Public

    Symbolic Learning in Python and Julia

    Python 3.8k 354

  2. SymTorch SymTorch Public

    Deep Learning Interpretability with Symbolic Regression

    Python 317 23

  3. SymbolicRegression.jl SymbolicRegression.jl Public

    Distributed High-Performance Symbolic Regression in Julia

    Julia 807 136

  4. ThousandWorlds ThousandWorlds Public

    A dataset and benchmark for emulating exoplanet climates

    Jupyter Notebook 20 1

  5. symbolic_regression.rs symbolic_regression.rs Public

    Rust + WebAssembly port of SymbolicRegression.jl

    Rust 41 4

Repositories

Showing 10 of 11 repositories
  • SymbolicRegression.jl Public

    Distributed High-Performance Symbolic Regression in Julia

    astroautomata/SymbolicRegression.jl's past year of commit activity
    Julia 807 Apache-2.0 136 44 34 Updated Oct 11, 2026
  • PySR Public

    Symbolic Learning in Python and Julia

    astroautomata/PySR's past year of commit activity
    Python 3,798 Apache-2.0 354 88 50 Updated Oct 9, 2026
  • lean4-wasm-in-browser Public Forked from cauli/lean4-wasm-in-browser

    Run lean4 directly in your browser

    astroautomata/lean4-wasm-in-browser's past year of commit activity
    JavaScript 0 GPL-3.0 3 0 0 Updated Oct 7, 2026
  • clero Public

    Fast 3D climate prediction for rocky exoplanets

    astroautomata/clero's past year of commit activity
    Python 3 MIT 0 0 0 Updated Oct 1, 2026
  • DynamicExpressions.jl Public

    Ridiculously fast symbolic expressions

    astroautomata/DynamicExpressions.jl's past year of commit activity
    Julia 136 Apache-2.0 20 18 19 Updated Sep 29, 2026
  • ThousandWorlds Public

    A dataset and benchmark for emulating exoplanet climates

    astroautomata/ThousandWorlds's past year of commit activity
    Jupyter Notebook 20 MIT 1 0 0 Updated Sep 25, 2026
  • SymTorch Public

    Deep Learning Interpretability with Symbolic Regression

    astroautomata/SymTorch's past year of commit activity
    Python 317 23 1 0 Updated Aug 4, 2026
  • symbolic_regression.rs Public

    Rust + WebAssembly port of SymbolicRegression.jl

    astroautomata/symbolic_regression.rs's past year of commit activity
    Rust 41 Apache-2.0 4 0 4 Updated May 22, 2026
  • symtorch-web Public

    Scrolly website for SymTorch

    astroautomata/symtorch-web's past year of commit activity
    HTML 1 0 0 0 Updated Feb 26, 2026
  • SymTorch_symbolic_distillation_GNNs Public

    Reproducing the main results from 'Discovering Symbolic Models from Deep Learning with Inductive Biases' by Cranmer et. al. (2020) using the SymTorch package.

    astroautomata/SymTorch_symbolic_distillation_GNNs's past year of commit activity
    Jupyter Notebook 3 MIT 2 0 0 Updated Jan 26, 2026
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