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materialsproject
pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.

799K 2K 951
hackingmaterials
matminer

Data mining for materials science

679K 584 211
derb12
pybaselines

A Python library of algorithms for the baseline correction of experimental data.

615K 177 21
materialsproject
reaction-network

Reaction Network is a Python package for predicting likely inorganic chemical reaction pathways using graph theoretical methods. Project led by @mattmcdermott (formerly at Berkeley Lab).

582K 126 26
materialsproject
pymatgen-core

Pymatgen Core Modules

436K 16 22
microsoft
mattersim

MatterSim: A deep learning atomistic model across elements, temperatures and pressures.

418K 536 80
mir-group
nequip

NequIP is a code for building E(3)-equivariant interatomic potentials

371K 903 207
mir-group
nequip-allegro

Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials

350K 477 72
SMTG-Bham
sumo

Heavyweight plotting tools for ab initio calculations

284K 246 88
hyperspy
hyperspy

Multidimensional data analysis

169K 571 225
hackingmaterials
robocrys

Automatic generation of crystal structure descriptions.

137K 134 35
deepchem
deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

119K 7K 2K
atomicarchitects
nequix

[ICML'26] Phonon fine-tuning (PFT) and [NeurIPS'25 AI4Mat] Nequix: Training a foundation model for materials on a budget

85K 75 14
materialsproject
atomate2

atomate2 is a library of computational materials science workflows

61K 298 143
WMD-group
smact

Python package to aid materials design and informatics

46K 133 31
janosh
pymatviz

A toolkit for visualizations in materials informatics.

41K 313 38
lab-cosmo
chemiscope

An interactive structure/property explorer for materials and molecules

34K 175 42
kjappelbaum
structuregraph-helpers

Helpers for working with pymatgen structure graphs.

29K 12 3
deepmodeling
deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

15K 2K 608
seixas-research
carcara

For on-the-fly active learning of interatomic potentials

13K 4 0
milevevvvv
rapmat

TUI tool for rapid crystal structure prediction using MLIPs

12K 3 0
Exabyte-io
mat3ra-api-examples

Example usage of Exabyte.io platform through its RESTful API: programmatically create materials and modeling workflows, execute simulations on the cloud, analyze data and build machine learning models

10K 7 5
usnistgov
fipy

FiPy is a Finite Volume PDE solver written in Python

7K 615 181
lukasturcani
stk

A Python library which allows construction and manipulation of complex molecules, as well as automatic molecular design and the creation of molecular databases.

7K 284 53
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