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Molecular Dynamics Python Packages

Python packages with the GitHub topic molecular-dynamics. Sorted by monthly downloads, with stars and forks.
m3g
packmol

Packmol - Initial configurations for molecular dynamics simulations

242K 381 65
mdtraj
mdtraj

An open library for the analysis of molecular dynamics trajectories

186K 738 299
mdanalysis
mdanalysis

MDAnalysis is a Python library to analyze molecular dynamics simulations.

180K 2K 872
lode-org
readcon-db

Mmap CON campaign corpus (Heed/LMDB); companion to readcon-core under LODE

101K 0 0
alchemistry
alchemlyb

the simple alchemistry library

63K 248 59
chemosim-lab
prolif

Interaction Fingerprints for protein-ligand complexes and more

47K 548 105
deepmodeling
deepmd-kit

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

28K 2K 659
metatensor
metatrain

Train, fine-tune, and manipulate machine learning models for atomistic systems

22K 80 41
shirtsgroup
physical-validation

Physical validation of molecular simulations

21K 66 23
abhishektiwari
hbat

HBAT 2: A Python Package to analyse Hydrogen Bonds and Other Non-covalent Interactions in Macromolecular Structures https://hbat-web.abhishek-tiwari.com

19K 11 2
lab-cosmo
upet

Universal machine-learning models for advanced atomistic simulations

15K 243 25
mushroomfire
mdapy

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

13K 106 13
bjmorgan
kinisi

A Python package for estimating diffusion properties from molecular dynamics simulations.

9K 88 19
glotzerlab
freud-analysis

Powerful, efficient particle trajectory analysis in scientific Python.

9K 331 52
mdanalysis
mdanalysistests

MDAnalysis is a Python library to analyze molecular dynamics simulations.

8K 2K 872
mir-group
nequip

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

8K 969 216
marrink-lab
vermouth

Describe and apply transformation on molecular structures and topologies

7K 151 60
zincware
znh5md

ZnH5MD - High Performance Interface for H5MD Trajectories

6K 14 0
theochem
qc-iodata

Python library for reading, writing, and converting computational chemistry file formats and generating input files.

4K 170 58
avitai
diffbio

End-to-end differentiable bioinformatics for JAX/Flax NNX: soft Smith-Waterman alignment, read mapping and assembly, variant calling, RNA-seq, single-cell, epigenomics, CRISPR, metabolomics, multi-omics, protein and RNA structure, molecular dynamics and drug-discovery operators composed into trainable pipelines on the Avitai stack.

4K 1 0
abelcarreras
dynaphopy

Phonon anharmonicity analysis from molecular dynamics

4K 143 57
inductiva
inductiva

Large scale simulations made simple.

3K 40 8
bradyajohnston
molecularnodes

Toolbox for molecular animations in Blender, powered by Geometry Nodes.

3K 1K 133
Becksteinlab
gromacswrapper

GromacsWrapper wraps system calls to GROMACS tools into thin Python classes (GROMACS 4.6.5 - 2024 supported).

3K 193 55
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology