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@ACEsuit

ACEsuit

README.md

The ACEsuit github org collects various software packages, both mature and experimental, surrounding the atomic cluster expansion and related models.

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  1. ACEpotentials.jl ACEpotentials.jl Public

    Machine Learning Interatomic Potentials with the Atomic Cluster Expansion

    Julia 63 16

  2. mace mace Public

    MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

    Python 886 334

  3. ACEhamiltonians.jl ACEhamiltonians.jl Public

    Julia 17 7

  4. mace-jax mace-jax Public

    Equivariant machine learning interatomic potentials in JAX.

    Python 75 16

  5. EquivariantTensors.jl EquivariantTensors.jl Public

    Tools to Build Equivariant Tensors

    Julia 5

  6. mace-layer mace-layer Public

    Higher order equivariant graph neural networks for 3D point clouds

    Python 44 13

Repositories

Showing 10 of 55 repositories
  • ACEpotentials.jl Public

    Machine Learning Interatomic Potentials with the Atomic Cluster Expansion

    ACEsuit/ACEpotentials.jl’s past year of commit activity
    Julia 63 MIT 16 22 2 Updated Sep 30, 2025
  • ACEfriction.jl Public

    Machine Learning Friction Tensors with ACE

    ACEsuit/ACEfriction.jl’s past year of commit activity
    Julia 2 MIT 3 2 1 Updated Sep 29, 2025
  • EquivariantModels.jl Public

    Tools for geometric learning

    ACEsuit/EquivariantModels.jl’s past year of commit activity
    Julia 11 MIT 2 12 0 Updated Sep 26, 2025
  • ACEregistry Public

    Our registry for ACE Julia packages under development

    ACEsuit/ACEregistry’s past year of commit activity
    0 MIT 5 0 0 Updated Sep 26, 2025
  • ACEbonds.jl Public

    Extension of ACE.jl to Atomic Bond Environments

    ACEsuit/ACEbonds.jl’s past year of commit activity
    Julia 0 MIT 1 1 0 Updated Sep 26, 2025
  • mace Public

    MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

    ACEsuit/mace’s past year of commit activity
    Python 886 334 49 28 Updated Sep 24, 2025
  • RepLieGroups.jl Public

    Representations of Lie Groups

    ACEsuit/RepLieGroups.jl’s past year of commit activity
    Julia 1 MIT 3 5 1 Updated Sep 22, 2025
  • lammps Public Forked from lammps/lammps

    Public development project of the LAMMPS MD software package

    ACEsuit/lammps’s past year of commit activity
    C++ 3 GPL-2.0 1,892 0 2 Updated Sep 18, 2025
  • ACEhamiltonians.jl Public
    ACEsuit/ACEhamiltonians.jl’s past year of commit activity
    Julia 17 7 2 1 Updated Sep 17, 2025
  • EquivariantTensors.jl Public

    Tools to Build Equivariant Tensors

    ACEsuit/EquivariantTensors.jl’s past year of commit activity
    Julia 5 MIT 0 6 2 Updated Sep 17, 2025
View all repositories

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