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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 41 10

  2. mace mace Public

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

    Python 412 155

  3. ACE.jl ACE.jl Public

    Parameterisation of Equivariant Properties of Particle Systems

    Julia 65 15

  4. mace-jax mace-jax Public

    Equivariant machine learning interatomic potentials in JAX.

    Python 51 3

  5. mace-layer mace-layer Public

    Higher order equivariant graph neural networks for 3D point clouds

    Python 32 5

  6. Polynomials4ML.jl Polynomials4ML.jl Public

    Polynomials for ML: fast evaluation, batching, differentiation

    Julia 12 5

Repositories

Showing 10 of 51 repositories
  • ACEpotentials.jl Public

    Machine Learning Interatomic Potentials with the Atomic Cluster Expansion

    ACEsuit/ACEpotentials.jl’s past year of commit activity
    Julia 41 MIT 10 23 1 Updated Jul 3, 2024
  • ACEmd.jl Public
    ACEsuit/ACEmd.jl’s past year of commit activity
    Julia 5 MIT 5 4 1 Updated Jul 3, 2024
  • 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 412 155 45 12 Updated Jul 2, 2024
  • ACEregistry Public

    Our registry for ACE Julia packages under development

    ACEsuit/ACEregistry’s past year of commit activity
    0 MIT 4 0 0 Updated Jul 2, 2024
  • ACE1.jl Public

    Atomic Cluster Expansion for Modelling Invariant Atomic Properties

    ACEsuit/ACE1.jl’s past year of commit activity
    Julia 20 7 22 (3 issues need help) 0 Updated Jul 2, 2024
  • Polynomials4ML.jl Public

    Polynomials for ML: fast evaluation, batching, differentiation

    ACEsuit/Polynomials4ML.jl’s past year of commit activity
    Julia 12 MIT 5 17 (3 issues need help) 0 Updated Jun 22, 2024
  • EquivariantModels.jl Public

    Tools for geometric learning

    ACEsuit/EquivariantModels.jl’s past year of commit activity
    Julia 11 MIT 1 11 1 Updated Jun 22, 2024
  • UltraFastACE.jl Public

    Experimenting with faster ACE potentials

    ACEsuit/UltraFastACE.jl’s past year of commit activity
    Julia 3 MIT 0 0 1 Updated Jun 20, 2024
  • WithAlloc.jl Public

    A simple Bumper convenience extension

    ACEsuit/WithAlloc.jl’s past year of commit activity
    Julia 1 MIT 0 2 0 Updated Jun 18, 2024
  • RepLieGroups.jl Public

    Representations of Lie Groups

    ACEsuit/RepLieGroups.jl’s past year of commit activity
    Julia 1 MIT 1 4 1 Updated Jun 7, 2024
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