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PyRecSys

Python Collaborative Filtering

Overview

Features

Installation

To install from PyPI, use pip:

$ pip install recsys

Or clone the repo:

$ git clone https://github.com/vlarine/pyrecsys.git
$ cd pyrecsys
$ pip install -r requirements.txt
$ pip install .

Getting Started

License

Released under the MIT License

References

Collaborative Filtering for Implicit Feedback Datasets. Yifan Hu. AT&T Labs – Research. Florham Park, NJ 07932. Yehuda Koren. Yahoo! Research. https://yifanhu.net/PUB/cf.pdf

Ben Frederickson. Fast Python Collaborative Filtering for Implicit Datasets. https://github.com/benfred/implicit

Evgeny Frolov, Ivan Oseledets. Fifty Shades of Ratings: How to Benefit from a Negative Feedback in Top-N Recommendations Tasks. https://arxiv.org/abs/1607.04228 https://github.com/Evfro/polara

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