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Pls Python Packages

Python packages with the GitHub topic pls. Sorted by relevance, with stars and monthly downloads.
jameschapman19
cca-zoo

Multiview CCA methods in a scikit-learn style framework

6K 223 46
GBeurier
nirs4all

A comprehensive Python library for Near-Infrared Spectroscopy (NIRS) data analysis with ML/DL pipelines.

1K 3 0
sm00thix
ikpls

Fast CPU and GPU Python implementations of Improved Kernel Partial Least Squares (PLS) by Dayal and MacGregor (1997) and Fast Partition-Based Cross-Validation With Centering and Scaling for XTX and XTY by Engstrøm and Jensen (2025). This package also includes options to use sample weights for PLS modeling.

1K 33 5
Sm00thix
cvmatrix

Computation of training set (X^T * W * X) and (X^T * W * Y) or (X^T * X) and (X^T * Y) in a cross-validation setting using the fast algorithms by Engstrøm and Jensen (2025).

1K 21 2
Gscorreia89
pychemometrics

pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets

715 40 15
maruedt
chemometrics

Python library for chemometric data analysis

577 39 6
guedesfelipe
pls-cli

Minimalist and full configurable greetings and TODO list

261 170 16
kopeckylukas
mamsi

The Multi-assay Mass Spectrometry Integration Project

249 6 0
ML-PSE
pdstoolkit

A Python package to facilitate building process data science solutions including process modeling, monitoring, fault diagnosis, etc.

239 13 7
waikato-datamining
wai-ma

Python library of 2-dimensional matrix algorithms.

232 7 2
yajeddig
sparse-pls

Sparse Partial Least Squares (Sparse PLS) Regression is a Python-based model that integrates dimensionality reduction with variable selection, enabling interpretable analysis of high-dimensional datasets.

204 2 1
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