Top 7 recsy Open-Source Projects

applied-ml

13 25,984 3.0

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Transformers4Rec

4 1,038 5.3 Python

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
InfluxDB

www.influxdata.com featured

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.
Failed-ML

1 617 5.2

Compilation of high-profile real-world examples of failed machine learning projects
RecSys_Course_AT_PoliMi

1 348 6.5 Jupyter Notebook

This is the official repository for the Recommender Systems course at Politecnico di Milano.
rexmex

1 276 5.5 Python

A general purpose recommender metrics library for fair evaluation.
recs-at-resonable-scale

2 218 2.3 Python

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

Project mention: When writing ML software - how do you use TDD? | /r/mlops | 2023-06-25

Good paper, and in response to that one a team from Coveo, wrote this paper on behavioral tests for recommender systems... and also this repo.

recommendation-system

1 10 3.6 Python

Build a Content-Based Movie Recommender System (TF-IDF, BM25, BERT)
SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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).