Top 8 Recommender Open-Source Projects

recommenders

6 17,942 9.4 Python

Best Practices on Recommendation Systems

Project mention: My kernel dies when I fit my LightFm model from Microsoft Recommenders | /r/Jupyter | 2023-06-16

Surprise

8 6,178 0.0 Python

A Python scikit for building and analyzing recommender systems
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
LightFM

0 4,600 4.8 Python

A Python implementation of LightFM, a hybrid recommendation algorithm.
RecBole

3 3,174 8.4 Python

A unified, comprehensive and efficient recommendation library

Project mention: RecBole – A unified, comprehensive and efficient recommendation library | news.ycombinator.com | 2024-01-17

recommenders

1 1,750 5.6 Python

TensorFlow Recommenders is a library for building recommender system models using TensorFlow. (by tensorflow)
rexmex

1 275 5.5 Python

A general purpose recommender metrics library for fair evaluation.
recommendation-algorithm

2 71 0.0 PHP

Collaborative filtering recommendation system. Recommendation algorithm using collaborative filtering. Topics: Ranking algorithm, euclidean distance algorithm, slope one algorithm, filtragem colaborativa.
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
MovieRecommender

4 32 0.0 Jupyter Notebook

🎥 Movie Recommender AI System

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).