Top 11 Python collaborative-filtering Projects

implicit

3 3,420 6.2 Python

Fast Python Collaborative Filtering for Implicit Feedback Datasets
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
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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
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
BSPM

1 76 4.5 Python

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

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). The latest post mention was on 2024-01-17.

Python collaborative-filtering related posts

RecBole – A unified, comprehensive and efficient recommendation library
1 project | news.ycombinator.com | 17 Jan 2024
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
Recently launched my first end-to-end ML app! A film recommender system based on matrix factorization, built for Letterboxd users.
2 projects | /r/learnmachinelearning | 26 Feb 2021
Tensorflow Recommender (TFRS) or Scikit-Surprise?
1 project | /r/deeplearning | 24 Jan 2021
A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024

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. Learn more →

Index

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

	Project	Stars
1	implicit	3,420
2	RecBole	3,163
3	neural_collaborative_filtering	1,707
4	NeuRec	1,031
5	pytorch-fm	978
6	letterboxd_recommendations	208
7	BSPM	76
8	Federated-Recommendation-Neural-Collaborative-Filtering	25
9	LT-OCF	20
10	matrix-factorization	19
11	movie-recommender	6