recommender-system

There are 148 repositories under recommender-system topic.

d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 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 17977
qdrant
qdrant / qdrant
Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/
approximate-nearest-neighbor-search embeddings-similarity hnsw image-search knn-algorithm machine-learning matching mlops nearest-neighbor-search neural-network neural-search recommender-system search search-engine search-engines similarity-search vector-database vector-search vector-search-engine
Language:Rust 10626
gorse-io / gorse
Gorse open source recommender system engine
recommender-system collaborative-filtering go knn machine-learning
Language:Go 6871
weaviate
weaviate / weaviate
Weaviate is an open source vector database that stores both objects and vectors, allowing for combining vector search with structured filtering with the fault-tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients.
approximate-nearest-neighbor-search generative-search graphql hnsw hybrid-search image-search information-retrieval mlops nearest-neighbor-search neural-search recommender-system search-engine semantic-search semantic-search-engine similarity-search vector-database vector-search vector-search-engine vectors weaviate
Language:Go 6163
RSPapers
hongleizhang / RSPapers
A Curated List of Must-read Papers on Recommender System.
read-papers recommender-system social-recommendation survey deep-learning-based-rs social-recommender collaborative-filtering deep-learning
5295
lyst / lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
machine-learning recommender python matrix-factorization learning-to-rank recommender-system
Language:Python 4349
wzhe06 / Ad-papers
Papers on Computational Advertising
computational-advertising machine-learning ctr-prediction deep-learning advertising recommender-system papers
Language:Python 3905
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 3345
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3164
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 3127
wzhe06 / Reco-papers
Classic papers and resources on recommendation
recommender-system deep-learning machine-learning recommendation exploration-exploitation reinforcement-learning
Language:Python 3119
maciejkula / spotlight
Deep recommender models using PyTorch.
recommender-system deep-learning learning-to-rank python machine-learning matrix-factorization pytorch
Language:Python 2864
robi56 / Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
recommender-system deep-learning machine-learning python tensorflow music-recommendation hybrid-recommendation collaborative-filtering neural-network
2667
ml-surveys
eugeneyan / ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey
2619
rguo12 / awesome-causality-algorithms
An index of algorithms for learning causality with data
awesome baselines causal-inference causality causality-algorithms causality-analysis learning-to-rank multilabel-classification recommender-system unconfoundedness-assumption
2472
datawhalechina / fun-rec
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
recommender-system tensorflow tianchi-competition deep-learning algorithm-engineering interview-questions recommendation-algorithms machine-learning
Language:Jupyter Notebook 2423
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 2404
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 2233
wzhe06 / SparrowRecSys
A Deep Learning Recommender System
recommender-system deep-learning machine-learning
Language:Python 2121
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
machine-learning recommender-system recommendation-system ctr ctr-prediction
1808
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 1679
hexiangnan / neural_collaborative_filtering
Neural Collaborative Filtering
deep-learning recommender-system collaborative-filtering
Language:Python 1625
tensorflow / recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
tensorflow-recommenders tensorflow recommender recommender-system
Language:Python 1588
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 1466
pytorch / torchrec
Pytorch domain library for recommendation systems
pytorch gpu deep-learning cuda recommender-system recommendation-system sharding
Language:Python 1439
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 1419
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
machine-learning tensorflow recommendation-system python recommender-system recommendation-algorithm framework
Language:Python 1234
guyulongcs / Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
deep-learning recommender-system search advertising ctr cvr reinforcement-learning search-engine
Language:Python 1050
ibayer / fastFM
fastFM: A Library for Factorization Machines
machine-learning recommender-system factorization-machines matrix-factorization
Language:Python 1036
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 1027
jiesutd / YEDDA
YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.
annotations entity chunk python tkinter event manual analysis ner recommender-system sutdannotator named-entity-recognition human-annotation annotation-tool
Language:Python 949
xiangwang1223 / knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
recommender-system knowledge-graph graph-attention-networks graph-neural-networks kdd2019 knowledge-based-recommendation knowledge-aware-recommendation explainable-recommendation embedding-propagation high-order-connectivity knowledge-graph-dataset knowledge-graph-for-recommendation
Language:Python 945
MaurizioFD / RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
recommender-system recommendation-system recommendation-algorithms deep-learning evaluation-framework neural-network collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization matrix-completion bpr bprmf bprslim funksvd slimelasticnet hyperparameters
Language:Python 944
NVIDIA-Merlin / NVTabular
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.
deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system
Language:Python 929
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 848
practical-recommender-systems / moviegeek
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
recommender-system data-science python django
Language:Python 841

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