PyAtlas – Interactive map of the most popular Python packages on PyPI

Show HN: PyAtlas – Interactive map of the most popular Python packages on PyPI

PyAtlas – Interactive map of the most popular Python packages on PyPI operates in show hn launch.

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PyAtlas is an interactive map of the top 10,000 most-downloaded packages on PyPI.Each package is represented as a point in a 2D space. Packages with similar descriptions are placed close together, so you get rough clusters of the ecosystem (web, data, ML, etc.). You can: Simply explore the map, search for a package you already know, or explore points nearby to discover alternatives or related toolsUseful? Maybe, maybe not. Mostly just a fun project for me to work on. If you’re curious how it works under the hood (embeddings, UMAP, clustering, etc.), there are more details in the GitHub repo!

Its activity falls under show hn launch; the profile below is assembled from public directory data.

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Website: pyatlas.io