Robust PCA
A implementation of robust PCA, useful when the data contains outliers.
Category: Outliers Detection
Detecting outliers using the Mahalanobis distance with PCA in Python
How do we make sure we are detecting only true outliers and not cherry-picking from the data? Here's a method based on the Mahalanobis distance with PCA.
Outliers detection with PLS regression for NIR spectroscopy in Python
Not every data point is created equal. In this post we'll show how to perform outliers detection with PLS regression for NIR spectroscopy in Python.
