https://github.com/blei-lab/twineb
Repository for the TwinEB Matrix Factorization project.
https://github.com/blei-lab/twineb
Last synced: 4 months ago
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Repository for the TwinEB Matrix Factorization project.
- Host: GitHub
- URL: https://github.com/blei-lab/twineb
- Owner: blei-lab
- Created: 2024-12-21T20:06:54.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-12-22T02:20:25.000Z (over 1 year ago)
- Last Synced: 2026-01-02T03:38:28.842Z (7 months ago)
- Language: Python
- Size: 1.64 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Population priors for matrix factorization
```
Population Priors for Matrix Factorization.
Sohrab Salehi, Achille Nazaret, Sohrab P Shah, David Blei
```
[TMLR, 2024](https://openreview.net/forum?id=AT9G5s1pOj) (in press).
## Organization
```
├── popprior_mf
├── README.md
├── data
├── notebooks
├── pipelines
```
Every subdirectory contains a README.md file with more details.
We will now give a brief description of the contents of each file/directory.
## popprior_mf
The packaged source code, ready to install with `pip`.
Please see `popprior_mf/README.md` for details.
## data
The preprocessed data for the MovieLens 100K dataset, with the train/validation/test split ready to be used with code.
## notebooks
Jupyter notebooks to preprocess the data.
## pipelines
The `nextflow` files and instructions to recreate all experiments for the manuscript.
## READMe.md
This file.