recommender-system

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d2l-ai /d2l-en

Star25.7k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax

UpdatedAug 18, 2024
Python

qdrant /qdrant

Sponsor

Star23.4k

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloudhttps://cloud.qdrant.io/

search search-engine machine-learning neural-network nearest-neighbor-search image-search recommender-system search-engines similarity-search ai-search knn-algorithm mlops hnsw vector-search vector-database neural-search vector-search-engine embeddings-similarity ai-search-engine

UpdatedMay 5, 2025
Rust

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

search-engine information-retrieval grpc nearest-neighbor-search semantic-search-engine image-search recommender-system vectors approximate-nearest-neighbor-search semantic-search similarity-search mlops hnsw weaviate vector-search vector-database neural-search vector-search-engine hybrid-search generative-search

UpdatedMay 6, 2025
Go

gorse-io /gorse

Star8.9k

Gorse open source recommender system engine

go machine-learning collaborative-filtering recommender-system knn

UpdatedMay 5, 2025
Go

hongleizhang /RSPapers

Star6.3k

RSTutorials: A Curated List of Must-read Papers on Recommender System.

deep-learning survey collaborative-filtering recommender-system social-recommendation read-papers deep-learning-based-rs social-recommender

UpdatedAug 21, 2024

lancedb /lancedb

Star6.3k

Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.

search-engine nearest-neighbor-search image-search recommender-system approximate-nearest-neighbor-search semantic-search similarity-search vector-database

UpdatedMay 6, 2025
Rust

datawhalechina /fun-rec

Star5.7k

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

machine-learning deep-learning tensorflow recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition

UpdatedFeb 22, 2025
Jupyter Notebook

lyst /lightfm

Star4.9k

A Python implementation of LightFM, a hybrid recommendation algorithm.

python machine-learning matrix-factorization recommender learning-to-rank recommender-system

UpdatedJul 24, 2024
Python

wzhe06 /Ad-papers

Star4.3k

Papers on Computational Advertising

machine-learning deep-learning recommender-system advertising papers ctr-prediction computational-advertising

UpdatedFeb 9, 2021
Python

benfred /implicit

Star3.7k

Fast Python Collaborative Filtering for Implicit Feedback Datasets

machine-learning collaborative-filtering matrix-factorization recommendation-system recommender-system recommendation

UpdatedJul 11, 2024
Python

alibaba /Alink

Star3.6k

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

machine-learning data-mining statistics kafka graph-algorithms clustering word2vec regression xgboost classification recommender recommender-system apriori feature-engineering flink fm flink-ml graph-embedding flink-machine-learning

UpdatedJun 7, 2024
Java

wzhe06 /Reco-papers

Star3.4k

Classic papers and resources on recommendation

machine-learning reinforcement-learning deep-learning recommender-system recommendation exploration-exploitation

UpdatedJun 13, 2020
Python

catalyst-team /catalyst

Star3.3k

Accelerated deep learning R&D

python infrastructure machine-learning natural-language-processing information-retrieval research reinforcement-learning computer-vision deep-learning text-classification distributed-computing image-processing pytorch image-classification metric-learning recommender-system object-detection image-segmentation reproducibility text-segmentation

UpdatedMar 20, 2024
Python

PaddlePaddle /awesome-DeepLearning

Star3.3k

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert

UpdatedJul 25, 2024
Jupyter Notebook

rguo12 /awesome-causality-algorithms

Star3.1k

An index of algorithms for learning causality with data

awesome learning-to-rank recommender-system causality causality-analysis causal-inference multilabel-classification baselines causality-algorithms unconfoundedness-assumption

UpdatedJan 22, 2025

maciejkula /spotlight

Star3k

Deep recommender models using PyTorch.

python machine-learning deep-learning pytorch matrix-factorization learning-to-rank recommender-system

UpdatedDec 21, 2022
Python

eugeneyan /ml-surveys

Star2.9k

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

nlp machine-learning reinforcement-learning computer-vision deep-learning embeddings survey recommender-system

UpdatedMar 17, 2023

robi56 /Deep-Learning-for-Recommendation-Systems

Star2.8k

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

python machine-learning deep-learning neural-network tensorflow music-recommendation collaborative-filtering recommender-system hybrid-recommendation

UpdatedFeb 27, 2020

unum-cloud /usearch

Star2.7k

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍