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Showing content from https://github.com/willtownes/glmpca-py below:

willtownes/glmpca-py: generalized principal component analysis (GLM-PCA) implemented in python

Generalized PCA for non-normally distributed data. If you find this useful please cite Feature Selection and Dimension Reduction based on a Multinomial Model.

An R implementation is also available.

The release version of glmpca package can be installed from pypi

pip3 install glmpca

The development version can be installed from github

pip3 install git+https://github.com/willtownes/glmpca-py.git@master

Please use https://github.com/willtownes/glmpca-py/issues to submit issues, bug reports, and comments.

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