Top 23 recommendation-system Open-Source Projects

• recommenders

  6 17,980 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

• openvino

  17 5,911 10.0 C++

  OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

  

Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

• 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.

  

• implicit

  3 3,424 6.2 Python

  Fast Python Collaborative Filtering for Implicit Feedback Datasets

• RecBole

  3 3,174 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

• Machine-Learning-Specialization-Coursera

  6 2,704 4.1 Jupyter Notebook

  Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Project mention: Linear Algebra for Programmers | news.ycombinator.com | 2023-09-01

I cannot recommend Andrew Ng's courses on Machine Learning enough. Something like this seems like it would cover everything you're looking for.

https://www.coursera.org/learn/machine-learning

I cannot speak to the author of the content of this github repo, but it appears they have completed the course and included all of the solutions here. It might let you jump right to what you're looking for.

https://github.com/greyhatguy007/Machine-Learning-Specializa...

• torchrec

  1 1,728 9.8 Python

  Pytorch domain library for recommendation systems

  

• TensorRec

  0 1,257 0.0 Python

  A TensorFlow recommendation algorithm and framework in Python.

• SaaSHub

  www.saashub.com featured

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

  

• NVTabular

  1 1,006 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.

  

• tutorials

  3 959 0.0 Jupyter Notebook

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

  

• awesome-metric-learning

  3 433 1.8

  😎 A curated list of awesome practical Metric Learning and its applications

  

• openrec

  1 406 0.0 Python

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

• Artificial-Intelligence-Projects

  1 309 2.6 Jupyter Notebook

  Collection of Artificial Intelligence projects. (by pierpaolo28)

• LLMRec

  1 247 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

• goodreads

  3 228 5.1 Jupyter Notebook

  code samples for the goodreads datasets (by MengtingWan)

• LargeBatchCTR

  1 151 1.8 Python

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

  

• opencf

  1 92 3.5 PHP

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

  

• serenade

  1 77 3.7 Rust

  Session-based recommender system: Serenade (by bolcom)

  

• PopCritic

  21 75 0.0 JavaScript

  Movies Reviewed by people, for people

• horapy

  2 69 0.0 Python

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

  

• MovieRecommender

  4 32 0.0 Jupyter Notebook

  🎥 Movie Recommender AI System

• Spotify_Song_Recommender

  3 28 0.0 Jupyter Notebook

  This project leverages spotify's api and provided user playlists to create and tune a neural network model that generates song recommendations based off of song data in provided playlists.

• 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.

• Keep-Watching

  1 20 0.0 JavaScript

  Keep-Watching is a movie recommendation and review app build using React for the front-end, express for the back-end, flask for handling the recommendations and similar movies section, mongoDB for the database, passport.js for handling social media logins

• SaaSHub

  www.saashub.com featured

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

  

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 1 May 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 →

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