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Machine Learning Potentials Python Packages

Python packages with the GitHub topic machine-learning-potentials. Sorted by monthly downloads, with stars and forks.
mushroomfire
mdapy

A simple and fast python library to handle the data generated from molecular dynamics simulations

13K 106 13
atomind-ai
mlip-arena

🌟 [NeurIPS '25 Spotlight] Fair and transparent benchmark of machine learning interatomic potentials (MLIPs), beyond basic error metrics https://openreview.net/forum?id=SAT0KPA5UO

610 109 10
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology