l2 norm

Scikit-learn 26: Understanding Ridge in Supervised Learning

Alfalfa

September 4, 2024

Python

In this tutorial, we will be discussing the intuition behind Ridge regression, a widely used technique in supervised learning for…
Neural Network Dropout Implementation with Theory and PyTorch Code

Alfalfa

August 20, 2024

Python

Neural networks are a powerful tool for solving complex problems in machine learning. However, they can suffer from overfitting, where…
Regularization Techniques in Neural Networks: L2 Regularization and Weight Decay – Theory and Implementation in PyTorch

Alfalfa

August 19, 2024

Python

Introduction: In this tutorial, we will discuss L2 regularization, also known as weight decay, in the context of neural networks….