Find open-source science resources

A directory of tools, AI models, datasets, and research resources for biotech, bioinformatics, and other scientific fields. Aggregated from curated GitHub awesome-lists, HuggingFace, bio.tools, Bioconductor, and more.

45 of 7,078 resources

A Python package for protein dynamics analysis

Active5581 week ago
Python
NOASSERTION

Universal molecular toolkit that can be used for molecular fingerprinting, substructure search, and molecular visualization written in C++ package, with Java, C#, and Python wrappers.

Active4081 week ago
C++
Apache-2.0

Descriptor computation(chemistry) and (optional) storage for machine learning.

Active2811 week ago
Python
NOASSERTION

Chemical 2D structure editor application/applet based on the [Chemistry Development Kit](https://sourceforge.net/projects/cdk/).

Active1471 week ago
Java

Analysis of molecular dynamics trajectories.

Active7362 weeks ago
Python
LGPL-2.1

Parsers and algorithms for computational chemistry logfiles.

Active4282 weeks ago
Python
BSD-3-Clause

An object-oriented, webGL based JavaScript library for online molecular visualization.

Active1K4 weeks ago
Jupyter Notebook
NOASSERTION

ChemML is a machine learning and informatics program suite for the analysis, mining, and modeling of chemical and materials data. (based on Tensorflow)

Active1801 month ago
Python
BSD-3-Clause

- Molecular Manipulation Made Easy. A light wrapper build on top of RDKit.

Active5501 month ago
Python
Apache-2.0

Directed message passing neural networks for property prediction of molecules and reactions with uncertainty and interpretation.

Active2.5K1 month ago
Python
NOASSERTION

Chemical Information from the Web.

Active1851 month ago
R
NOASSERTION

A teaching platform for computer-aided drug design (CADD) using open source packages and data.

Active1.1K1 month ago
Jupyter Notebook
CC-BY-4.0

Deep learning library for Chemistry based on Tensorflow

Active7K1 month ago
Python
MIT

Open Parser for Systematic IUPAC nomenclature

Active2341 month ago
Java
MIT

A Python package useful for chemistry (mainly physical/inorganic/analytical chemistry)

Active6571 month ago
Python
BSD-2-Clause

Chemoinformatics and drug discovery section in deeplearning-biology repo.

Active2.2K2 months ago

A swiss army knife for manipulating and editing PDB files.

Active4574 months ago
Python
NOASSERTION

A graph-based molecule modeling and chemoinformatics analysis toolkit fully implemented in Julia

Active2274 months ago
Julia
MIT

Automates and standardizes ligand preparation for AutoDock Vina.

Active1904 months ago
Python
Apache-2.0

Simple RDKit molecule editor GUI using PySide.

Active1805 months ago
Python
LGPL-3.0

A script to run structural alerts using the RDKit and ChEMBL

Idle1727 months ago
Python
MIT

an automated workflow for the generation and storage of DFT calculations for organic molecules.

Idle1328 months ago
Python
GPL-3.0

Webapp for generating conformers

Idle79 months ago
HTML

Python-centric Cookiecutter for Molecular Computational Chemistry Packages by [MolSSL](https://molssi.org/)

Idle46210 months ago
Python
MIT

Tool designed to provide a simple way of standardising molecules as a prelude to e.g. molecular modelling exercises.

Idle24610 months ago
Python
MIT

A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning Models in R.

Idle1710 months ago
R
GPL-3.0

Another list focuses on Python stuff related to Chemistry.

Idle1.4K1 year ago
NOASSERTION

Cheminformatic extension for the SQLAlchemy database.

Idle401 year ago
Python
NOASSERTION

The eiR package provides utilities for accelerated structure similarity searching of very large small molecule data sets using an embedding and indexing approach.

Idle41 year ago
R
Artistic-2.0

A python package for optimizing chemical reactions using machine learning (contains 10 algorithms + several benchmarks).

Stale1512 years ago
Jupyter Notebook
MIT

[RDKit](http://www.rdkit.org/) and [OSRA](https://cactus.nci.nih.gov/osra/) in the [Bottle](http://bottlepy.org/docs/dev/) on [Tornado](http://www.tornadoweb.org/en/stable/).

Archived502 years ago
Python
NOASSERTION

Molecular descriptor calculator based on [RDKit](http://www.rdkit.org/).

Stale4812 years ago
Python
BSD-3-Clause

OpenChem is a deep learning toolkit for Computational Chemistry with PyTorch backend.

Stale7532 years ago
Python
MIT

A list of papers, data sets, and other resources for machine learning for small-molecule drug discovery.

Stale2432 years ago
CC0-1.0

DGL-LifeSci is a [DGL](https://www.dgl.ai/)-based package for various applications in life science with graph neural network.

Stale8092 years ago
Python
Apache-2.0

Wrapper for RDKit's RunReactants to improve stereochemistry handling

Stale1903 years ago
Jupyter Notebook
MIT

A Library for Deep Learning in Biology and Chemistry.

Stale7083 years ago
Python
MIT

A curated list of molecular docking software, datasets, and other closely related resources.

Stale1063 years ago
MIT

Open source web framework for small molecule analysis based on Django.

Stale423 years ago
JavaScript
NOASSERTION

Toolkit for processing molecules, reactions and condensed graphs of reactions. Can be used for chemical standardization, MCS search, tautomers generation with backward compatibility to RDKit and NetworkX.

Stale523 years ago
Python
LGPL-3.0

Vector representations of molecular substructures.

Archived2934 years ago
Python
BSD-3-Clause

Molecule validation and standardization based on [RDKit](http://www.rdkit.org/).

Stale1876 years ago
Python
MIT

Virtual machine with all software and sample data to run 3D-e-Chem Knime workflows

Stale178 years ago
Shell
Apache-2.0

Molecular property prediction with unified API for diverse models and respresentations,