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AutoRec

AutoRec: Autoencoders Meet Collaborative Filtering implementation in PyTorch

Install / Use

/learn @tuanio/AutoRec
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

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
View on GitHub
GitHub Stars9
CategoryEducation
Updated9mo ago
Forks2

Languages

Jupyter Notebook

Security Score

67/100

Audited on Jun 21, 2025

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