/AutoRec

AutoRec: Autoencoders Meet Collaborative Filtering implementation in PyTorch

Primary LanguageJupyter Notebook

AutoRec

Introduction

This is the Github repository implementation of the AutoRec model (paper).

File structure

  • AutoRec_regularization.ipynb: this is a file that implements AutoRec according to the formulas from paper.

  • AutoRec_dropout.ipynb: this is a file that implements AutoRec in Deep Learning style.

Requirements

  • torch==1.12.1
  • torchdata==0.4.1
  • python==3.7