Powering Human-Centered Scientific Open Source
We support the people, projects, and practices that make scientific open-source software more reliable, inclusive, and sustainable.
Current project
AI tools are reshaping scientific open source. We're studying how — and building what comes next.
Gen AI reminds us that the centerpiece of open source is building community around a specific problem. AI may add functionality — but it cannot replace the context and judgment of a diverse and engaged community."
Our programs are community powered

We run software peer review

We connect researchers, contributors, and developers

We break down Python packaging pain points
Submit your package
Become a reviewer
Events & training
Training
New cohort coming fall 2026
Ship It: Python Packaging in the Era of AI

Broadening participation in scientific open source

You don’t need to be an expert to get involved
Are you new to software peer review but you want to get involved? We’ve got you! We offer support and mentorship to new reviewers completing their first review.
Reviewers do not need to be Python packaging experts. We welcome reviewers who focus on software accessibility and usability.
Are you new to peer review? We offer a mentorship program for anyone interested in participating in peer review but who might like a bit of support.
New pyOpenSci contributors
pyOpenSci has a diverse and vibrant community of pythonistas! To date, 392 wonderful people have contributed to pyOpenSci.
Recent blog posts & updates
Generative AI and open source: what PyCon US 2026 taught us about the path forward
Generative AI was a dominant theme at PyCon US 2026 — not as a buzzword, but as a lived reality the Python community is actively wrestling with. From our pyOpenSci open space to the Maintainers Summit …
Read moreIt started with one contributor and now we fill the room: pyOpenSci sprints at PyCon US 2026
Our fourth PyCon US sprint grew from a single contributor in Salt Lake City to ~20 people in Long Beach. Co-sprinting with Hatch, welcoming beginners, and a new Portuguese packaging guide translation …
Read moreTools Track, GenAI Bof and Roundtables: This year's PyCon US Maintainer Summit was something special
As a co-organizer of the PyCon US Maintainer Summit, Leah Wasser reflects on a milestone year—150+ maintainers, formal PyCon registration, new community tools, and roundtables on packaging, security, …
Read moreRecently accepted Python packages
lintquarto
Package for running linters, static type checkers and code analysis tools on python code in quarto (.qmd) files.
tda-mapper
A Python library implementing the Mapper algorithm for Topological Data Analysis.

