Understanding L1 and L2 regularization in machine learning

This repository contains the code for the blog post on Understanding L1 and L2 regularization in machine learning. For further details, please refer to this post.

For reproducibility:

conda create -n l1_l2_regularization python=3.9
conda activate l1_l2_regularization
conda install -y mamba
mamba install -y numpy matplotlib tensorflow