pls 开源项目推荐（124 个）

mikepierce /internet-radio-streams

Curated List of Internet Radio Streams

Rello /audioplayer

Nextcloud 和 ownCloud 的音频播放器

jameschapman19 /cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

guedesfelipe /pls-cli

Minimalist and full configurable greetings and TODO list

Gscorreia89 /pyChemometrics

pyChemometrics - Objects for multivariate analysis of chemometric and metabonomic datasets

lalvim /PartialLeastSquaresRegressor.jl

Implementation of a Partial Least Squares Regressor

GBeurier /nirs4all

A library for Near Infrared Sprectroscopy prediction. NIRS ML. Rebuild of the Pinard package.

tmk907 /PlaylistsNET

Simple library for reading and writing playlist's files. Supported formats: m3u, pls, wpl, zpl.

maruedt /chemometrics

Python library for chemometric data analysis

selbouhaddani /OmicsPLS

R package for High dimensional data analysis and integration with O2PLS!

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.

freesiemens /SpectralMultivariateCalibration

Partial Least Squares implementation in Python

loomnetwork /dashboard

Loom Basechain Gateway, wallet and DPoS UI / dashboard

gustavovelascoh /octane-NIR

Example of NIR spectrogram processing for regression using Python

kgdunn /process-improve

Python toolkit for analysis of industrial process data; multivariate analysis, designed experiments, process monitoring.

markspit93 /AutoTechno

An Android Auto music app for DI.FM Premium radio channels.

lidel /pls.watch

Minimalistic YouTube / Imgur / SoundCloud Looper & Playlist Manager

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).

saschpe /android-pls-parser

A playlist file (*.pls) parser library for Android

JBris /multivariate_analysis_examples

Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.