Skip to content
@ACEsuit

ACEsuit

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

[website]

Pinned

  1. ACEpotentials.jl ACEpotentials.jl Public

    Machine Learning Interatomic Potentials with the Atomic Cluster Expansion

    Julia 39 10

  2. mace mace Public

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

    Python 377 134

  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 48 2

  5. mace-layer mace-layer Public

    Higher order equivariant graph neural networks for 3D point clouds

    Python 30 5

  6. Polynomials4ML.jl Polynomials4ML.jl Public

    Polynomials for ML: fast evaluation, batching, differentiation

    Julia 12 5

Repositories

Showing 10 of 49 repositories

Most used topics

Loading…