Machine Learning

ML04 KNN
Preliminary notes
Last updated on Sep 7, 2022
Monotonic Constraints in LightGBM
Introduction
Support Vector Machines
A brief introduction
PCA Tutorial
A derivation from eigenvectors of covariance with Python codes
ML03 Decision Trees
Preliminary notes
Last updated on Aug 30, 2022
ML-01 Ridge and Lasso Regression
Ridge and Lasso - Theory Part