Top 8 Python Recommender System Projects

implicit

2 2,782 8.3 Python

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Project mention: Recommendation system integration | reddit.com/r/django | 2022-03-31
spotlight

0 2,716 0.0 Python

Deep recommender models using PyTorch. (by maciejkula)
Scout APM

scoutapm.com
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Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
ranking

0 2,476 8.2 Python

Learning to Rank in TensorFlow
RecBole

1 1,859 9.3 Python

A unified, comprehensive and efficient recommendation library

Project mention: Observe differences in the behavior of recommendation models using RecBole | dev.to | 2022-01-05

RecBole seems to be a joint project started by the laboratories of Renmin University of China and Peking University, and it appeared on arxiv in November 2020. In August 2021, the module that we provide reached v1.0, and it seems to be used by various people in earnest.
TensorRec

0 1,186 0.0 Python

A TensorFlow recommendation algorithm and framework in Python.
fastFM

0 984 0.0 Python

fastFM: A Library for Factorization Machines
NeuRec

2 932 1.4 Python

Next RecSys Library

Project mention: New item prediction modules in open source libraries | reddit.com/r/datascience | 2022-02-22
SonarQube

www.sonarqube.org
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Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
reco-model-monitoring

1 0 2.4 Python

fastapi + prometheus + grafana 💣

Project mention: Converting docker-compose to yaml's issue | reddit.com/r/kubernetes | 2022-01-25

docker-compose

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-03-31.

Python Recommender Systems related posts

Recommendation system integration
1 project | reddit.com/r/django | 31 Mar 2022
Observe differences in the behavior of recommendation models using RecBole
3 projects | dev.to | 5 Jan 2022
Content-based Recommender System with Python
1 project | dev.to | 4 Jan 2022
Help with discussion on GitHub (Python)
1 project | reddit.com/r/github | 6 Apr 2021
Tensorflow Recommender (TFRS) or Scikit-Surprise?
1 project | reddit.com/r/deeplearning | 24 Jan 2021

Index

What are some of the best open-source Recommender System projects in Python? This list will help you:

	Project	Stars
1	implicit	2,782
2	spotlight	2,716
3	ranking	2,476
4	RecBole	1,859
5	TensorRec	1,186
6	fastFM	984
7	NeuRec	932
8	reco-model-monitoring	0

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