Sikura/Autoencoders

Exploring Autoencoders & Pytorch on Movielens

Autoencoders - Movielens

In this project, we try to build a movie recommendation system (binary) on movielens dataset using autoencoders. This project was done as a part of Deep Learning A-Z course on Udemy. In this project, I also explored using pytorch for developing the models.

The Jupyter notebook with autoencoder model can be found here.

The resources that helped me are:

• Building Autoencoders in Keras
• Deep Learning Tutorial – Sparse Autoencoder
• k-Sparse Autoencoders
• Neural Networks Are Impressively Good At Compression