I’m Shubham Singh (@FirePheonix), a GSoC 2026 contributor with PySAL under the NumFOCUS umbrella.

Project: Implementation of geographically weighted matrix decomposition algorithms

Weekly updates from the coding period:

Index

  • Week 1 — Mentorship kickoff with Serge, GWPCA work, first merged PR (31 May 2026)

More weeks added every two weeks during the program.