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Force Field Python Packages

Python packages with the GitHub topic force-field. Sorted by monthly downloads, with stars and forks.
aiqm
torchani

TorchANI 2.0 is an open-source library that supports training, development, and research of ANI-style neural network interatomic potentials. It was originally developed and is currently maintained by the Roitberg group.

6K 563 139
mosdef-hub
foyer

A package for atom-typing as well as applying and disseminating forcefields

1K 148 80
psipred
cgdms

Differentiable molecular simulation of proteins with a coarse-grained potential

173 56 4
maraxen
expaloma

Native JAX/Equinox partial-charge inference, ported from espaloma_charge to avoid PyTorch + DGL at runtime

128 0 0
evenmn
genpot

Python repository for generating molecular potential files for LAMMPS.

89 6 5
orlandoacevedo
gaml

Genetic Algorithm Machine Learning (GAML) software package for automated force field parameterization.

64 16 4
jparkhill
tensormol

Tensorflow + Molecules = TensorMol

47 276 73
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology