Python recsys

Open-source Python projects categorized as recsys

Top 4 Python recsy Projects

  • Transformers4Rec

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

  • rexmex

    A general purpose recommender metrics library for fair evaluation.

  • InfluxDB

    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.

    InfluxDB logo
  • recs-at-resonable-scale

    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

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

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).

Index

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

Project Stars
1 Transformers4Rec 1,030
2 rexmex 275
3 recs-at-resonable-scale 218
4 recommendation-system 10

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