Open Science Index

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.

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Active2
Stale1

Domain(1)

Protein & Drug Discovery11
Autonomous Research Systems (2023-2025 Breakthroughs)10
Genomics & Bioinformatics10
Medical AI & Clinical Applications6
Climate Modeling4
Domain-Specific Research Agents3
Machine Learning3
Scientific Literature RAG & Analysis3
Simulations3
Specialized Frameworks3
Data quality management2
General Science Models2
(None)12

Language

Python2
C++1

License(1)

MIT6
BSD-3-Clause4
Apache-2.03
GPL-3.01
NOASSERTION1
(None)8

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github3
awesome-ai-for-science1
awesome-cheminformatics1
awesome-python-chemistry1

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Software tool3

Filters

Health

Active2
Stale1

Domain(1)

Protein & Drug Discovery11
Autonomous Research Systems (2023-2025 Breakthroughs)10
Genomics & Bioinformatics10
Medical AI & Clinical Applications6
Climate Modeling4
Domain-Specific Research Agents3
Machine Learning3
Scientific Literature RAG & Analysis3
Simulations3
Specialized Frameworks3
Data quality management2
General Science Models2
(None)12

Language

Python2
C++1

License(1)

MIT6
BSD-3-Clause4
Apache-2.03
GPL-3.01
NOASSERTION1
(None)8

Source

github3
awesome-ai-for-science1
awesome-cheminformatics1
awesome-python-chemistry1

Type

Software tool3

3 of 5,940 resources

JAX

Machine Learning

High-performance ML research

Active★35.8K1 week ago

DScribe

Machine Learning

Descriptor library containing a variety of fingerprinting techniques, including the Smooth Overlap of Atomic Positions (SOAP).

Active★4661 month ago

DGL-LifeSci

Machine Learning

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

Stale★8032 years ago

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