linear-layers

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

This repository contains deep learning models on FashionMNIST(state-of-art dataset).

Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

MNIST Image reconstruction using Autoencoders

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.