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Support FAMD

Open Zethson opened this issue 1 year ago • 0 comments

Description of feature

This is very important because it's very common that categorical + numerical values are mixed. Also noticed that in Lennart's project. We should at least provide FAMD and provide guidelines on when to use which embedding methods.

https://github.com/MaxHalford/prince

  • [ ] Get prince FAMD to run on MIMIC-II and store the results
  • [ ] Implement FAMD with numpy for dense matrices and verify results
  • [ ] Implement FAMD in faster with numba
  • [ ] Implement FAMD with single dispatch also for sparse (https://github.com/theislab/ehrapy/pull/835)
  • [ ] Implement FAMD with single dispatch also for dask
  • [ ] Test everything in-depth

Zethson avatar Nov 28 '24 20:11 Zethson