Xinyue-Miranda / PyPLS

Python package for partial least squares regression (PLSR)

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PyPLS

This is a Partial Least Squares (PLS) package based on Python.

Partial least squares (PLS) is an extension of PCA in which both the X and Y data are considered. In PCA, only the X data is considered. The goal of the PLS analysis is to build an equation that predicts Y values based on X data.

Update

0.0.1 Finish the code of Basic PLS

0.0.2 Update the KernelPLS

Download

The requirements are listed in "requirements.txt"

Use "pip install git+https://github.com/xynx59/PyPLS.git" to install.

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Python package for partial least squares regression (PLSR)

License:MIT License


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Language:Python 100.0%