M-Stack (m-stack-org)

M-Stack

m-stack-org

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Modelling of Materials and Molecules with Machine Learning

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M-Stack's repositories

rho_learn

A proof-of-concept workflow for torch-based electron density learning

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rho-predictor

A tool to predict the electronic density of molecules using a SA-GPR model

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i-pi

i-PI: a universal force engine

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metatensor

Storage format for equivariant atomistic machine learning

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mops

Mathematical operations with GPU acceleration

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Q-stack

Stack of codes for dedicated pre- and post-processing tasks for Quantum Machine Learning (QML)

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rascaline

Computing representations for atomistic machine learning

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scikit-matter

A collection of scikit-learn compatible utilities that implement methods born out of the materials science and chemistry communities

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sphericart

Multi-language library for the calculation of spherical harmonics in Cartesian coordinates

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tools-cell2mol

A tools-barebone setting of cell2mol fro the materialscoud.

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chemiscope

An interactive structure/property explorer for materials and molecules

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