paulosantosneto / blueprints-deep-learning

Implementing deep learning models from an under the hood perspective.

Blueprints of Deep Learning

This repository aims to propose a set of implementations of different deep learning models using Pytorch.

1. Geometric Deep Learning

• DeepWalk
• Node2vec
• Struc2vec
• GNN

2. Natural Language Processing

• Word2Vec
• RNN, LSTM & GRU