Top 16 collaborative-filtering Open-Source Projects

• gorse

  8 8,021 7.1 Go

  Gorse open source recommender system engine

  

• implicit

  3 3,420 6.2 Python

  Fast Python Collaborative Filtering for Implicit Feedback Datasets

• 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.

  

• RecBole

  3 3,163 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

• neural_collaborative_filtering

  1 1,707 0.0 Python

  Neural Collaborative Filtering

• NeuRec

  2 1,031 0.0 Python

  Next RecSys Library

• pytorch-fm

  1 978 0.0 Python

  Factorization Machine models in PyTorch

• tutorials

  3 959 0.0 Jupyter Notebook

  AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)

  

• 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.

  

• Recommender

  0 263 0.0 C

  A C library for product recommendations/suggestions using collaborative filtering (CF)

• letterboxd_recommendations

  3 208 0.0 Python

  Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

Project mention: Self Hosted Content Recommender? | /r/selfhosted | 2023-06-20

Use an existing self-hostable tool for getting recommendations from there, such as letterboxd_recommendations

• opencf

  1 91 3.5 PHP

  PHP implementation of the (Weighted Slopeone,Cosine, Weighted Cosine) rating-based collaborative filtering schemes.

  

• BSPM

  1 76 4.5 Python

  Blurring-Sharpening Process Models for Collaborative Filtering, SIGIR'23 (by jeongwhanchoi)

• 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.

• Federated-Recommendation-Neural-Collaborative-Filtering

  2 25 3.9 Python

  Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.

• LT-OCF

  1 20 10.0 Python

  LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21

• matrix-factorization

  1 19 2.9 Python

  Library for matrix factorization for recommender systems using collaborative filtering

• movie-recommender

  1 6 6.1 Python

  Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface (by lorenanda)

• SaaSHub

  www.saashub.com sponsored

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

  

collaborative-filtering related posts

• RecBole – A unified, comprehensive and efficient recommendation library
  1 project | news.ycombinator.com | 17 Jan 2024
• Is there already a profile recommendations engine?
  1 project | /r/Mastodon | 10 Feb 2023
• Recommendation system integration
  1 project | /r/django | 31 Mar 2022
• [P] Gorse: An open-source recommender system service
  2 projects | /r/MachineLearning | 13 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
• A note from our sponsor - WorkOS
  workos.com | 19 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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