Deep-Learning-Model-Reproduction

This repository contains my personal implementation of classic Deep Learning models from scratch using PyTorch.

Motivation

To deepen my understanding of DL fundamentals, I am reproducing classic papers and architectures to learn the underlying mechanisms of neural networks.

Preliminaries(prelims)

Fundamental knowledges

Learn transformer based on a Harvard line-by-line transformer implementation project

https://github.com/harvardnlp/annotated-transformer/

License

This project is licensed under the MIT License.