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alchemiscale
Repo Docs Website
Licenses: MIT

A high-throughput alchemical free energy execution system for use with HPC, cloud, bare metal, and Folding@Home.

Cloud ComputingFree EnergyHPCPython
BioEmu
Licenses: MIT

A deep learning model that samples from the approximated equilibrium distribution of structures for a protein monomer, given its amino acid sequence. It can generate thousands of statistically independent structures from the protein structure ensemble per hour on a single GPU.

Machine LearningMolecular DynamicsPython
cinnabar
Repo Docs Website
Licenses: MIT

Cinnabar is a software package designed to reliably report and visualize relative free energy results from molecular simulations.

AtomisticVisualizationStatistical AnalysisFree EnergyPython
exorcist
Repo Docs Website
Licenses: MIT

Exorcist is a daemonless campaign-scale simulation orchestration tool designed to streamline the management of simulation tasks.

AtomisticSimulation OrchestrationData AnalysisPython
feflow
Repo Docs Website
Licenses: MIT

FE Flow provides recipes, utilities, and protocols for molecular free energy calculations using the openmmtools/perses and Open Free Energy toolkits.

AtomisticFree EnergyComputational ChemistryMolecular DynamicsPython
Foyer
Repo Docs
Licenses: MIT

An open-source Python tool that provides a framework for the application and dissemination of classical molecular modeling force fields.

Force FieldsOPLS-AAGAFFAtom TyperPython
GMSO
Repo Docs
Licenses: MIT

GMSO is a flexible storage of chemical topology for various molecular simulation engines.

GROMACSLAMMPSHOOMD-BlueCassandraGOMCParmEdPython
gufe
Repo Docs Website
Licenses: MIT

GUFE is a toolkit for developers of software related to alchemical free energy calculations, containing data models and abstract base classes.

AtomisticFree EnergySimulation OrchestrationComputational ChemistryPython
Kartograf
Repo Docs Website
Licenses: MIT

Kartograf is a package for atom mappings focusing on 3D geometries.

VisualizationAtom Mapping3D GeometryHybrid-Topology SystemsPython
Konnektor
Repo Docs Website
Licenses: MIT

Konnektor is a package supporting efficient planning of free energy calculations through advanced network algorithms and tools.

Graph TheoryAtomisticFree EnergyVisualizationNetwork PlanningPython
mBuild
Repo Docs
Licenses: MIT

A hierarchical, component based molecule builder for initializing atomistic and coarse-grained coordinates and connectivity.

Molecular DynamicsMolecule InitializationBox PackingPolymer BuilderPython
openfe
Repo Docs Website
Licenses: MIT

A tool for free energy calculations.

Free EnergyMolecular DynamicsPython
openff-bespokefit
Repo Docs Website
Licenses: MIT

The BespokeFit framework aims to offer a completely automated workflow for creating bespoke, highly accurate, SMIRNOFF format parameters for individual molecules up to entire lead series.

Bespoke Parameter CreationSMIRNOFF FormatParameterizationPython
openff-evaluator
Repo Docs Website
Licenses: MIT

The OpenFF Evaluator is a scalable framework for the automated estimation of physical property data sets from molecular simulation and molecular simulation data.

Molecular DynamicsPhysical Property EstimationPython
openff-forcefields
Repo Docs Website
Licenses: CC-BY-4.0

This repository contains force fields released by the Open Force Field Initiative using the SMIRKS Native Open Force Field (SMIRNOFF) format.

Force FieldsSMIRNOFF FormatMolecular DynamicsPython
openff-fragmenter
Repo Docs Website
Licenses: MIT

A package for fragmenting molecules for quantum mechanics torsion scans.

Molecular FragmentationQuantum ChemistryTorsion ScansVisualizationPython
openff-interchange
Repo Docs Website
Licenses: MIT

A project for storing, manipulating, and converting molecular mechanics data and supports parametrization and export to common formats.

Data ManipulationForce FieldsParametrizationPython
openff-nagl
Repo Docs Website
Licenses: MIT

A playground for applying graph convolutional networks to molecules, with a focus on learning continuous "atom-type" embeddings and from these classical molecule force field parameters.

Force FieldsMachine LearningPython
openff-nagl-models
Repo Docs Website
Licenses: CC-BY-4.0

This repository contains NAGL models released by the Open Force Field Initiative, intended for use with OpenFF NAGL.

ParameterizationMachine LearningQuantum ChemistryPython
openff-qcsubmit
Repo Docs Website
Licenses: MIT

The OpenFF QCSubmit framework aims to facilitate curating and contributing new quantum chemical datasets to the QCArchive and retrieving already computed datasets.

Quantum ChemistryPython
openff-recharge
Repo Docs Website
Licenses: MIT

OpenFF Recharge aims to provide a comprehensive suite of tools for training the partial charges of molecules against quantum chemical electrostatic potential (ESP) and electric field data.

Quantum ChemistryPartial Charge AssignmentMachine LearningPython
openff-toolkit
Repo Docs Website
Licenses: MIT

The Open Forcefield Toolkit provides implementations of the SMIRNOFF format, parameterization engine, and other tools.

Force FieldsMolecular DynamicsPython
openff-units
Repo Docs Website
Licenses: MIT

A common units module for the OpenFF software stack, providing consistent unit definitions across the software ecosystem.

UnitsPython
openff-utilities
Licenses: MIT

A collection of miscellaneous utility functions used throughout the OpenFF stack.

Utility FunctionsPython
OpenFold (Monomer, Multimer and Soloseq)
Repo Docs Website
Licenses: Apache 2.0

A trainable PyTorch reproduction of DeepMind's AlphaFold2.

Protein FoldingAlphaFold2Structural BiologyDeep LearningComputational BiologyPython