# vae_cf

**Repository Path**: wenqiangsu/vae_cf

## Basic Information

- **Project Name**: vae_cf
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-12-08
- **Last Updated**: 2021-12-08

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Variational autoencoders for collaborative filtering

This notebook accompanies the paper "[Variational autoencoders for collaborative filtering](https://arxiv.org/abs/1802.05814)" by Dawen Liang, Rahul G. Krishnan, Matthew D. Hoffman, and Tony Jebara, in The Web Conference (aka WWW) 2018.

In this notebook, we show a complete self-contained example of training a variational autoencoder (as well as a denoising autoencoder) with multinomial likelihood (described in the paper) on the public Movielens-20M dataset, including both data preprocessing and model training.