All organizations · GSoC 2026 · Science and medicine, Artificial Intelligence
DeepChem
Democratize AI for drug discovery.
We democratize access to AI tools for drug discovery and other scientific applications of deep learning more broadly. We also maintain a collection of scientific datasets for benchmarking and building new deep learning architectures along with an extensive open source collection of scientific machine learning tutorials. DeepChem has a strong educational component and partners with a broad range of academic and governmental institutions.
- python
- numpy
- pytorch
- HuggingFace
- artificial intelligence
- chemistry
- biology
- materials science
- Drug Discovery
Project ideas
Its ideas page could not be split into separate ideas; read it yourself.
Read the ideas page. Ideas are for scope reference; never copy one into a proposal.
History
In GSoC since 2024, 3 years. Projects per year: '24: 8, '25: 6, '26: 5.
On GitHub
1 repository pushed to in the last year. Main languages: Python (1).
Links and channels
- Website: https://www.deepchem.io
- Ideas page: https://github.com/deepchem/deepchem/discussions/4703
- Contributor guide: https://forum.deepchem.io/t/gsoc-proposal-guidelines-2024/1102
- Source code: https://github.com/deepchem/deepchem
- Chat: https://discord.gg/RYTrUY8Ssn
- Mailing list: https://forum.deepchem.io/
git-into-gsoc org "DeepChem" --shortlist
git-into-gsoc repos "DeepChem"
git-into-gsoc issues --org "DeepChem"or ask your assistant: "Which DeepChem repositories merge newcomers' pull requests, and which beginner issues are still free?"
Those commands read live data: which repositories merge outside pull requests, and which beginner issues nobody has claimed. Install in two minutes.