Kaggle postmortems without the forum archaeology

What it does

This Astro-based static site catalogs solutions, write-ups, and educational resources from top finishers across hundreds of Kaggle competitions. Content is stored in data/competitions.yml and rendered into category-browsable pages covering computer vision, NLP, tabular data, and time series. It is essentially a living index to the Kaggle community’s collective competitive memory.

The interesting bit

The project treats curation as the product. Instead of hosting code or rerunning notebooks, it aggregates links to winner repositories, forum discussions, and tutorial videos, then wraps them in a lightweight static site that deploys anywhere. Helper scripts in scripts/ keep the competition database current without touching the frontend stack.

Key highlights

• Covers hundreds of competitions across CV, NLP, tabular, and time series categories.
• Links directly to winner write-ups, discussion threads, and top-rated kernels.
• Built as a static Astro site, so it loads fast and deploys cleanly to any modern host.
• Data is stored in data/competitions.yml and updated via helper scripts.
• MIT licensed and open to contributions for missing solutions or broken links.

Caveats

• The README does not specify exactly how many competitions are indexed or how frequently the archive is refreshed.
• It is fundamentally a link directory; you still leave the site to read the actual solutions and code.

Verdict

Worth bookmarking if you compete on Kaggle or study winning ML strategies and prefer a curated index to raw forum threads. Skip it if you are looking for executable code or original research.