recommender-system

There are 168 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.
book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow
Language:Python 21887
qdrant
qdrant / qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
neural-network matching search-engine knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity approximate-nearest-neighbor-search recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database machine-learning search hacktoberfest
Language:Rust 18148
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 9679
gorse-io / gorse
Gorse open source recommender system engine
collaborative-filtering go knn machine-learning recommender-system
Language:Go 8162
RSPapers
hongleizhang / RSPapers
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
5929
lyst / lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
machine-learning recommender python matrix-factorization learning-to-rank recommender-system
Language:Python 4615
wzhe06 / Ad-papers
Papers on Computational Advertising
computational-advertising machine-learning ctr-prediction deep-learning advertising recommender-system papers
Language:Python 4126
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 3500
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 3462
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3435
wzhe06 / Reco-papers
Classic papers and resources on recommendation
deep-learning exploration-exploitation machine-learning recommendation recommender-system reinforcement-learning
Language:Python 3261
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 3233
lancedb / lancedb
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system search-engine semantic-search similarity-search vector-database
Language:Python 2979
maciejkula / spotlight
Deep recommender models using PyTorch.
recommender-system deep-learning learning-to-rank python machine-learning matrix-factorization pytorch
Language:Python 2944
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 2849
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
2801
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
2771
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
2757
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 2558
wzhe06 / SparrowRecSys
A Deep Learning Recommender System
recommender-system deep-learning machine-learning
Language:Python 2326
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
1898
ZiyaoGeng / RecLearn
Recommender Learning with Tensorflow2.x
afm criteo ctr-prediction dcn deepcross deepfm factorization-machine ffm fm matrix-factorization ncf neural-network nfm pnn python3 recommender-system tensorflow2 widedeep xdeepfm
Language:Python 1811
tensorflow / recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
recommender recommender-system tensorflow tensorflow-recommenders
Language:Python 1758
hexiangnan / neural_collaborative_filtering
Neural Collaborative Filtering
collaborative-filtering deep-learning recommender-system
Language:Python 1747
pytorch / torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Language:Python 1734
usearch
unum-cloud / usearch
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
kann vector-search approximate-nearest-neighbor-search simd search similarity-search database faiss search-engine webassembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search
Language:C++ 1728
Coder-Yu / QRec
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
recommender-system social-recommendation deep-learning tensorflow algorithm
Language:Python 1537
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 1508
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 1476
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 1298
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
machine-learning tensorflow recommendation-system python recommender-system recommendation-algorithm framework
Language:Python 1261
ibayer / fastFM
fastFM: A Library for Factorization Machines
machine-learning recommender-system factorization-machines matrix-factorization
Language:Python 1067
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 1044
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 1028
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 1008
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 1004