journal 2025-03-13 Idea: A map of AML

notes/journal/journal-2025-01.org

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 :CUSTOM_ID: h-6014221D-E194-4577-9D8B-706401BDB8D2
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 - [[#up][Up]]
+- [[#2025-03-13-idea-a-map-of-aml][2025-03-13 Idea: A map of AML]]
+
+* 2025-03-13 Idea: A map of AML
+:PROPERTIES:
+:CUSTOM_ID: h-021D49F3-C8B2-47AB-B759-9F45CDA38593
+:END:
+This is one idea of what one could do with the
+best-of-atomistic-machine-learning (baml) list / dataset.
+
+Create a map (clustering visualization) of all the packages / repos in the baml
+list. Currently N=500.
+
+Similar maps for inspiration.
+
+- A Map of Python. Februar 28, 2025.
+  - This is a graph visualization of all PyPI packages and their dependencies.
+    N=100k (small) and N>600k (large) versions. Found via PythonBytes podcast
+    episode [[https://pythonbytes.fm/episodes/show/423/traveling-the-python-universe][#423]].
+  - Blog post with interactive visualization. https://fi-le.net/pypi/
+  - Source code to produce the map. https://github.com/lennart-finke/pypi-map
+- Software Galaxies. 2015-2025.
+  - Galaxy-like 3D navigable visualiztion of major software package managers,
+    including PyPI. Found via "A Map of Python" blog post.
+    - Source https://github.com/anvaka/pm
+    - Website https://anvaka.github.io/pm/#/?_k=b02v4n
+      - PyPI Galaxy [[https://anvaka.github.io/pm/#/galaxy/python?cx=-2700&cy=377&cz=5622&lx=-0.0869&ly=-0.2315&lz=-0.0338&lw=0.9684&ml=150&s=1.75&l=1&v=2015-09-27T13-00-00Z][URL]]