Top 14 Python recommendation-system Projects

recommenders

6 18,019 9.5 Python

Best Practices on Recommendation Systems

Project mention: My kernel dies when I fit my LightFm model from Microsoft Recommenders | /r/Jupyter | 2023-06-16

implicit

3 3,427 6.2 Python

Fast Python Collaborative Filtering for Implicit Feedback Datasets
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.
RecBole

3 3,181 8.2 Python

A unified, comprehensive and efficient recommendation library

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

torchrec

1 1,732 9.8 Python

Pytorch domain library for recommendation systems
TensorRec

0 1,258 0.0 Python

A TensorFlow recommendation algorithm and framework in Python.
NVTabular

1 1,008 5.5 Python

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
openrec

1 406 0.0 Python

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms (by ylongqi)
SaaSHub

www.saashub.com featured

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

1 251 9.0 Python

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

Project mention: How to make LLMs enhance RS effectively? 📢WSDM 2024 Oral: LLMRec: Large Language Models with Graph Augmentation for Recommendation. 🔥🔥The paper, code, and multimodal (text and images) datasets have been released. 🌹We hope to contribute to our community and facilitate your research~ | /r/machinelearningnews | 2023-11-19

LargeBatchCTR

1 155 1.8 Python

Large batch training of CTR models based on DeepCTR with CowClip.
horapy

2 69 0.0 Python

🐍 Python bidding for the Hora Approximate Nearest Neighbor Search Algorithm library
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.
Answerable

1 15 1.8 Python

Recommendation system for Stack Overflow unanswered questions
federeco

1 9 7.2 Python

implementation of federated neural collaborative filtering algorithm
recomovi

2 0 2.4 Python

Content Based Movie Recommendation & IMDb Dataset Generator.
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).

Python recommendation-system related posts

Create Your Own Custom Plugins for ChatGPT 🎉 Browse the Web, Execute Code, Use APIs 🛠️

3 projects | /r/ChatGPT | 28 Mar 2023
Garrascobike: bike recommendation system Web App

5 projects | /r/SideProject | 17 Mar 2022
I made a recommendation system for Stack Overflow unanswered questions

2 projects | dev.to | 15 Jan 2021

Index

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

	Project	Stars
1	recommenders	18,019
2	implicit	3,427
3	RecBole	3,181
4	torchrec	1,732
5	TensorRec	1,258
6	NVTabular	1,008
7	openrec	406
8	LLMRec	251
9	LargeBatchCTR	155
10	horapy	69
11	Federated-Recommendation-Neural-Collaborative-Filtering	25
12	Answerable	15
13	federeco	9
14	recomovi	0