https://nirpyresearch.com Statistical learning and chemometrics in Python Sat, 11 Jul 2026 05:52:41 +0000 en-AU hourly 1 https://wordpress.org/?v=7.1.3 https://nirpyresearch.com/wp-content/uploads/2019/07/apple-icon-152x152-1-150x150.png https://nirpyresearch.com 32 32 https://nirpyresearch.com/spxy-algorithm/ Sun, 19 Apr 2026 08:56:03 +0000 https://nirpyresearch.com/?p=3509 SPXY is a deterministic splitting algorithm designed to incorporate information from both spectra and response. It's an extension of the Kennard-Stone method.]]> https://nirpyresearch.com/genetic-algorithm-wavelength-selection-numpy/ Sat, 22 Jun 2024 09:48:43 +0000 https://nirpyresearch.com/?p=3173 A implementation of a genetic algorithm for wavelength selection using basic Numpy functions.]]> https://nirpyresearch.com/wavelength-selection-genetic-algorithm/ Fri, 28 Jul 2023 10:33:22 +0000 https://nirpyresearch.com/?p=3028 Wavelength selection methods aim at choosing the spectral bands that produce the best regression or classification model. Here we introduce a genetic algorithm for wavelength selection.]]> https://nirpyresearch.com/variable-selection-method-pls-python/ Tue, 03 Jul 2018 23:20:18 +0000 https://www.idtools.com.au/?p=1296 Improve the quality of your PLS regression using variable selection. This tutorial will work through a variable selection method for PLS in Python.]]>