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Machine Learning

April 30, 2025

Elastic Net Regression

Implementing a combination of Lasso and Ridge regression in Python

February 5, 2024

Lasso Regression

Detecting and handling multicollinearity using L1 regularization

February 1, 2022

Linear Regression

Continuous prediction made from scratch

December 24, 2023

Logistic Regression

Binary prediction using the logit function made from scratch

February 8, 2024

Ridge Regression

Detecting and handling multicollinearity using L2 regularization

© Bijon Setyawan Raya 2025