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The Top 34 Molecular Dynamics Open Source Projects
Categories
>
Science
>
Molecular Dynamics
Coronavirus
⭐
1,118
[email protected]
COVID-19 efforts
Lammps
⭐
1,005
Public development project of the LAMMPS MD software package
Openmm
⭐
771
OpenMM is a toolkit for molecular simulation using high performance GPU code.
Mdanalysis
⭐
580
MDAnalysis is a Python library to analyze molecular dynamics trajectories.
Awesome Python Chemistry
⭐
402
A curated list of Python packages related to chemistry
Mdtraj
⭐
318
An open library for the analysis of molecular dynamics trajectories
Schnetpack
⭐
292
SchNetPack - Deep Neural Networks for Atomistic Systems
Tensormol
⭐
219
Tensorflow + Molecules = TensorMol
Pyemma
⭐
198
🚂 Python API for Emma's Markov Model Algorithms 🚂
Chemlab
⭐
186
The chemistry library you were waiting for
Plumed2
⭐
176
Development version of plumed 2
Vde
⭐
147
Variational Autoencoder for Dimensionality Reduction of Time-Series
Pyiron
⭐
141
pyiron - an integrated development environment (IDE) for computational materials science.
Hoomd Blue
⭐
140
Molecular dynamics and Monte Carlo soft matter simulation on GPUs.
Openff Toolkit
⭐
135
The Open Forcefield Toolkit provides implementations of the SMIRNOFF format, parameterization engine, and other tools. Documentation available at http://open-forcefield-toolkit.readthedocs.io
Espresso
⭐
130
The ESPResSo package
Molecular Design Toolkit
⭐
122
Notebook-integrated tools for molecular simulation and visualization
Lumol
⭐
119
Universal extensible molecular simulation engine
Msmbuilder
⭐
117
🏗 Statistical models for biomolecular dynamics 🏗
Freud
⭐
115
Powerful, efficient particle trajectory analysis in scientific Python.
Gromacswrapper
⭐
106
GromacsWrapper is a python package that wraps system calls to Gromacs tools into thin classes. This allows for fairly seamless integration of the gromacs tools (v4.6.x, v5.x, 2016.x, 2018.x, 2019.x, all with the same Python code) into python scripts.
Yank
⭐
99
An open, extensible Python framework for GPU-accelerated alchemical free energy calculations.
Colvars
⭐
97
Collective variables module for molecular simulation and analysis programs
Molly.jl
⭐
94
Molecular simulation in Julia
Loos
⭐
63
LOOS: a lightweight object-oriented structure analysis library
Alchemlyb
⭐
51
the simple alchemistry library
Mcmd
⭐
51
Monte Carlo and Molecular Dynamics Simulation Package
Pytim
⭐
38
a python package for the interfacial analysis of molecular simulations
Gdynet
⭐
37
Unsupervised learning of atomic scale dynamics from molecular dynamics.
Qball
⭐
32
Qball (also known as
[email protected]
) is a first-principles molecular dynamics code that is used to compute the electronic structure of atoms, molecules, solids, and liquids within the Density Functional Theory (DFT) formalism. It is a fork of the Qbox code by Francois Gygi.
Pnerf
⭐
28
Hoomd Tf
⭐
25
A plugin that allows the use of Tensorflow in Hoomd-Blue for GPU-accelerated ML+MD
Pydhamed
⭐
17
Dynamic Histogram Analysis To Determine Free Energies and Rates from Biased Simulations
Uammd
⭐
11
A CUDA project for Molecular Dynamics, Brownian Dynamics, Hydrodynamics... intended to simulate a very generic system constructing a simulation with modules.
1-34 of 34 projects
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Economics
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Frameworks
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Hardware
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Operating Systems
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Package Managers
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📦 58
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📦 133
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📦 330
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