Ideas Pages

This is the home page of projects ideas of NumFOCUS for Google Summer of Code 2026. Since NumFOCUS is an umbrella organization you will only find links to the ideas page of each organization under the NumFOCUS umbrella at this page.

• AiiDA
• ArviZ
• CVXPY
• Data Retriever
• gammapy
• GRASS
• HoloViz
• Gridap
• JuMP
• matplotlib
• pvlib
• PyMC
• PySAL
• QuTiP
• scikit-bio
• SciML
• Stan
• sbi
• toqito
• pytorch-ignite

<!-- Be transparent about AI tool usage - [ArviZ](https://github.com/arviz-devs/arviz/wiki/GsoC-2025-projects) - [conda / rattler](https://github.com/conda/rattler/issues/1058) - [DISCOVER Cookbook](https://github.com/numfocus/DISCOVER-Cookbook/discussions/208) - [igraph](https://github.com/igraph/igraph/wiki/Mentored-Projects) - [matplotlib](https://matplotlib.org/devdocs/devel/contribute.html#restrictions-on-generative-ai-usage) - [mlpack](https://github.com/mlpack/mlpack/wiki/SummerOfCodeIdeas) - [NetworkX](https://networkx.org/documentation/latest/developer/projects.html) - [Open2C](https://github.com/open2c/open2c.github.io/wiki/GSoC-2025) - [optimagic](https://github.com/optimagic-dev/optimagic/discussions/559) - [PyBaMM](https://pybamm.org/gsoc/2025/) - [sbi](https://github.com/sbi-dev/sbi/wiki/GSoC_2025_Projects) - [SciML](https://sciml.ai/dev/#google_summer_of_code) - [TNL](https://gitlab.com/tnl-project/tnl/-/wikis/GSoC-2025) - [Zarr](https://github.com/zarr-developers/gsoc/blob/main/2025/ideas-list.md) -->

See the README for contact information of each org.