偏最小二乘库 [英] Partial Least Squares Library

问题描述

有已经是这样的问题，但它没有得到回答，所以我尝试再次张贴。有谁知道在C ++（或C）的开放源代码实现一个偏最小二乘法的？
或者，也许这确实是一个库？

解决方案

1. FastPLS 是提供了一个C / C ++和MATLAB接口库
   加快偏最小二乘。它的作者是巴拉吉Vasan
   斯里尼瓦桑。笔者教授的指导下工作
   拉马尼Duraiswami在马里兰大学，学院公园，MD，
   USA。


2. 偏最小二乘法和基于NIPALS算法广义偏最小二乘模型。


3. 将自己使用矩阵库如的Armadillo


4. PLSNiplas ，的是必需的OpenCV 。

There was already a question like this, but it was not answered, so I try to post it again. Does anyone know of an open-source implementation of a partial least squares algorithm in C++ (or C)? Or maybe a library that does it?

解决方案

1. FastPLS is a library that provides a C/C++ and MATLAB interface for speeding up partial least squares. Its author is Balaji Vasan Srinivasan. The author worked under the supervision of Professor Ramani Duraiswami at the University of Maryland, College Park, MD, USA.
2. Partial Least Squares and Generalized Partial Least Squares models based on NIPALS algorithm.
3. implement by yourself using matrix libraries such as Armadillo
4. PLSNiplas, opencv is required.

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