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myui committed Dec 20, 2024
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rtrec: Realtime Recommendation Library in Python
================================================

[![PyPI version](https://img.shields.io/pypi/v/pypistats.svg?logo=pypi&logoColor=FFE873)](https://pypi.org/project/rtrec/)
[![PyPI version](https://img.shields.io/pypi/v/rtrec.svg?logo=pypi&logoColor=FFE873)](https://pypi.org/project/rtrec/)
[![Supported Python versions](https://img.shields.io/pypi/pyversions/pypistats.svg?logo=python&logoColor=FFE873)](https://pypi.org/project/rtrec/)
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An realtime recommendation system supporting online updates.
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## Supported Recommendation Algorithims

- Sparse [SLIM](https://ieeexplore.ieee.org/document/6137254) with [time-weighted](https://dl.acm.org/doi/10.1145/1099554.1099689) interactions.
- [Factorization Machines] using [LightFM](https://github.com/lyst/lightfm) (to appear)
- [Factorization Machines](https://ieeexplore.ieee.org/document/5694074) using [LightFM](https://github.com/lyst/lightfm) (to appear)

## Installation

```sh
```bash
pip install rtrec
```

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