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generalized principal component analysis (GLM-PCA) implemented in python

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Python package: glmpca

Build Status

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.

Install

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

Issues and bug reports

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

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generalized principal component analysis (GLM-PCA) implemented in python

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