Machine Learning

Trials, errors and trade-offs in my deep learning model

In this post,
I will explain ‘Bias-Variance Tradeoff’…

Style Transfer using Deep Neural Network and PyTorch

Introduction

Understanding Neural Network

An artificial neural network is an interconnected group of nodes, similar…

Understanding Loss Function and Error in Neural Network

Differentiating PyTorch from all other Deep Learning frameworks

“PyTorch are dynamic Neural Networks…

A Brief Overview of Loss Functions in Pytorch

What are loss functions?

What is overfitting?

If you have just started learning Machine Learning, you will often hear this term called overfitting, but what exactly it…

Activation functions — why is there more than 1?

Why use a pre-trained model rather than creating your own?