recommender-system

There are 183 repositories under recommender-system topic.

d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 26843
qdrant
qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
neural-network search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database machine-learning search ai-search ai-search-engine
Language:Rust 25973
weaviate
weaviate / weaviate
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 semantic-search semantic-search-engine vector-search vector-search-engine vector-database approximate-nearest-neighbor-search image-search hnsw information-retrieval mlops nearest-neighbor-search neural-search recommender-system similarity-search vectors generative-search hybrid-search weaviate grpc
Language:Go 14575
gorse-io / gorse
Gorse open source recommender system engine
collaborative-filtering go knn machine-learning recommender-system
Language:Go 8872
lancedb / lancedb
Developer-friendly, embedded retrieval engine for multimodal AI. Search More; Manage Less.
approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database
Language:Python 7543
RSPapers
hongleizhang / RSPapers
RSTutorials: A Curated List of Must-read Papers on Recommender System.
collaborative-filtering deep-learning deep-learning-based-rs read-papers recommender-system social-recommendation social-recommender survey
6322
datawhalechina / fun-rec
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
algorithm-engineering deep-learning interview-questions machine-learning recommendation-algorithms recommender-system tensorflow tianchi-competition
Language:Jupyter Notebook 5536
lyst / lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
learning-to-rank machine-learning matrix-factorization python recommender recommender-system
Language:Python 4990
wzhe06 / Ad-papers
Papers on Computational Advertising
computational-advertising machine-learning ctr-prediction deep-learning advertising recommender-system papers
Language:Python 4290
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Language:Python 3707
alibaba / Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering statistics kafka data-mining apriori word2vec flink-ml fm flink-machine-learning graph-embedding
Language:Java 3609
PaddlePaddle / awesome-DeepLearning
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
cnn rnn detection classification gan video segmentation pose nlp recommender-system reinforcement-learning bert tinybert dynabert transformer dssm sarsa dqn
Language:Jupyter Notebook 3456
wzhe06 / Reco-papers
Classic papers and resources on recommendation
deep-learning exploration-exploitation machine-learning recommendation recommender-system reinforcement-learning
Language:Python 3364
catalyst-team / catalyst
Accelerated deep learning R&D
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility image-processing image-classification image-segmentation object-detection natural-language-processing text-classification text-segmentation information-retrieval recommender-system metric-learning
Language:Python 3360
usearch
unum-cloud / usearch
Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
approximate-nearest-neighbor-search clustering database faiss full-text-search fuzzy-search image-search kann nearest-neighbor-search recommender-system search search-engine semantic-search simd similarity-search text-search vector-search webassembly
Language:C++ 3124
rguo12 / awesome-causality-algorithms
An index of algorithms for learning causality with data
causality causal-inference causality-analysis causality-algorithms unconfoundedness-assumption baselines awesome learning-to-rank recommender-system multilabel-classification
3122
maciejkula / spotlight
Deep recommender models using PyTorch.
deep-learning learning-to-rank machine-learning matrix-factorization python pytorch recommender-system
Language:Python 3028
ml-surveys
eugeneyan / ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
machine-learning survey recommender-system deep-learning nlp computer-vision reinforcement-learning embeddings
2866
robi56 / Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
collaborative-filtering deep-learning hybrid-recommendation machine-learning music-recommendation neural-network python recommender-system tensorflow
2831
hora
hora-search / hora
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
search-engine rust approximate-nearest-neighbor-search artificial-intelligence recommender-system image-search vector-search algorithm data-structures simd hnsw similarity-search neural-network high-performance machine-learning k-nearest-neighbors rust-sci numeric
Language:Rust 2637
wzhe06 / SparrowRecSys
A Deep Learning Recommender System
deep-learning machine-learning recommender-system
Language:Python 2517
alibaba / EasyRec
A framework for large scale recommendation algorithms.
recommendation-algorithms recommender-system dssm esmm mind deepfm dlrm autoint din eges pdn online-learning deepmatching multi-task-learning automl capsule-network transformers-models wide-and-deep ctr-prediction
Language:Python 2127
pytorch / torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Language:Python 2085
mJackie / RecSys
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
ctr ctr-prediction machine-learning recommendation-system recommender-system
2047
ZiyaoGeng / RecLearn
Recommender Learning with Tensorflow2.x
recommender-system python3 ctr-prediction criteo neural-network factorization-machine tensorflow2 deepfm afm xdeepfm pnn widedeep nfm ncf dcn deepcross fm ffm matrix-factorization
Language:Python 1959
tensorflow / recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
recommender recommender-system tensorflow tensorflow-recommenders
Language:Python 1925
hexiangnan / neural_collaborative_filtering
Neural Collaborative Filtering
collaborative-filtering deep-learning recommender-system
Language:Python 1833
WLiK / LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
awesome datasets large-language-models llm4rec recommender-system survey
1752
Coder-Yu / QRec
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
algorithm deep-learning recommender-system social-recommendation tensorflow
Language:Python 1613
guyulongcs / Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.
advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine
Language:Python 1584
SeldonIO / seldon-server
Machine Learning Platform and Recommendation Engine built on Kubernetes
machine-learning deep-learning deployment kubernetes docker microservices spark kafka kafka-streams tensorflow python java cloud aws gcp azure seldon recommender-system recommendation-engine prediction
Language:Java 1478
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
framework machine-learning python recommendation-algorithm recommendation-system recommender-system tensorflow
Language:Python 1291
hurshd0 / must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
deep-learning machine-learning data-science papers neural-networks convolutional-networks recurrent-neural-networks recommender-system rnn-lstm exploratory-data-analysis data-analysis generalized-additive-models
1266
NVIDIA-Merlin / Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
transformer pytorch tabular-data huggingface bert gtp language-model xlnet nlp seq2seq recsys recommender-system session-based-recommendation
Language:Python 1210
xiangwang1223 / knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
embedding-propagation explainable-recommendation graph-attention-networks graph-neural-networks high-order-connectivity kdd2019 knowledge-aware-recommendation knowledge-based-recommendation knowledge-graph knowledge-graph-dataset knowledge-graph-for-recommendation recommender-system
Language:Python 1104
ibayer / fastFM
fastFM: A Library for Factorization Machines
factorization-machines machine-learning matrix-factorization recommender-system
Language:Python 1086