Python Recommender Systems

Open-source Python projects categorized as Recommender Systems

Top 10 Python Recommender System Projects

  • implicit

    Fast Python Collaborative Filtering for Implicit Feedback Datasets

  • RecBole

    A unified, comprehensive and efficient recommendation library

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

    Deep recommender models using PyTorch. (by maciejkula)

  • ranking

    Learning to Rank in TensorFlow

  • TensorRec

    A TensorFlow recommendation algorithm and framework in Python.

  • fastFM

    fastFM: A Library for Factorization Machines

  • NeuRec

    Next RecSys Library

  • SaaSHub

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

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  • ranx

    ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍

  • Project mention: Sparse Vectors in Qdrant: Pure Vector-based Hybrid Search | dev.to | 2024-02-19

    Ranx is a great library for mixing results from different sources.

  • MAERec

    [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

  • reco-model-monitoring

    fastapi + prometheus + grafana 💣

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).

Python Recommender Systems related posts

  • RecBole – A unified, comprehensive and efficient recommendation library

    1 project | news.ycombinator.com | 17 Jan 2024
  • Image matching within database? [P]

    3 projects | /r/MachineLearning | 5 Jan 2023
  • Recommendation system integration

    1 project | /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 | /r/github | 6 Apr 2021
  • Tensorflow Recommender (TFRS) or Scikit-Surprise?

    1 project | /r/deeplearning | 24 Jan 2021
  • A note from our sponsor - SaaSHub
    www.saashub.com | 29 May 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

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

Project Stars
1 implicit 3,440
2 RecBole 3,204
3 spotlight 2,934
4 ranking 2,718
5 TensorRec 1,262
6 fastFM 1,063
7 NeuRec 1,031
8 ranx 356
9 MAERec 50
10 reco-model-monitoring 3

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