# recommender_transformer

**Repository Path**: colinsong2021/recommender_transformer

## Basic Information

- **Project Name**: recommender_transformer
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: GPL-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-07-08
- **Last Updated**: 2021-08-31

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# recommender_transformer

Blog : https://towardsdatascience.com/build-your-own-movie-recommender-system-using-bert4rec-92e4e34938c5 

### Setup (GPU)
```
conda create -n py38 python=3.8
conda activate py38
conda install pytorch torchvision cudatoolkit=11.1 -c pytorch -c conda-forge
conda install -c conda-forge jupyterlab
conda install -c conda-forge matplotlib
git clone https://github.com/CVxTz/recommender_transformer
cd recommender_transformer
pip install .
```
### Docker (CPU)
```bash
docker build . -t recommender
ocker run recommender sh -c "python3.8 -m pytest"
```

### References

[BERT4Rec: Sequential Recommendation with Bidirectional
Encoder Representations from Transformer](https://arxiv.org/abs/1904.06690)