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JacksonBurns / astartes

Better Data Splits for Machine Learning
https://jacksonburns.github.io/astartes/
MIT License
67 stars 3 forks source link

[FEATURE]: Kohonen Self-Organizing Map #69

Open JacksonBurns opened 1 year ago

JacksonBurns commented 1 year ago

Could prove to be an interesting way to cluster high-dimensional data, see this example from MiniSOM.

JacksonBurns commented 1 year ago

Bumping this v1.x rather than the initial v1.0 release.

PatWalters commented 1 year ago

These might be useful as you're looking at SOMs https://practicalcheminformatics.blogspot.com/2018/10/self-organizing-maps-90s-fad-or-useful.html https://practicalcheminformatics.blogspot.com/2018/10/self-organizing-maps-code-part-2.html

JacksonBurns commented 1 year ago

Thanks for the references @PatWalters !