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169 search results found

D2l En ⭐ 20,613

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

Recommenders ⭐ 17,950

Best Practices on Recommendation Systems

Lightfm ⭐ 4,505

A Python implementation of LightFM, a hybrid recommendation algorithm.

Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Ad Papers ⭐ 3,009

Papers on Computational Advertising

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Ranking ⭐ 2,666

Learning to Rank in TensorFlow

Deep Learning For Recommendation Systems ⭐ 2,141

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

Machine Learning Specialization Coursera ⭐ 2,082

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

Lancedb ⭐ 2,000

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Recommenders ⭐ 1,679

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

Torchrec ⭐ 1,639

Pytorch domain library for recommendation systems

Sparrowrecsys ⭐ 1,634

A Deep Learning Recommender System

Neural_collaborative_filtering ⭐ 1,515

Neural Collaborative Filtering

Deeprecommender ⭐ 1,457

Deep learning for recommender systems

Seldon Server ⭐ 1,420

Machine Learning Platform and Recommendation Engine built on Kubernetes

Reclearn ⭐ 1,406

Recommender Learning with Tensorflow2.x

Easyrec ⭐ 1,374

A framework for large scale recommendation algorithms.

Python Recsys ⭐ 1,357

A python library for implementing a recommender system

Lectures Labs ⭐ 1,309

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Tensorrec ⭐ 1,180

A TensorFlow recommendation algorithm and framework in Python.

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,167

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.

Deeprec ⭐ 1,068

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

Transformers4rec ⭐ 974

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

fastFM: A Library for Factorization Machines

Deeprec ⭐ 922

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

Recsys2019_deeplearning_evaluation ⭐ 871

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.

Next RecSys Library

Tutorials ⭐ 847

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

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Recsyspapers ⭐ 801

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

A Comparative Framework for Multimodal Recommender Systems

Moviegeek ⭐ 730

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

Fuxictr ⭐ 715

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

Rsalgorithms ⭐ 676

Some algorithms about traditional and social recommendation.

NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

Buffalo ⭐ 571

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

Content Engine ⭐ 506

A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.

Daisyrec ⭐ 496

This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.

A Configurable Recommender Systems Simulation Platform

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Recommendersystems ⭐ 421

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

Dataloader ⭐ 390

The merlin dataloader lets you rapidly load tabular data for training deep leaning models with TensorFlow, PyTorch or JAX

Deep Ctr Prediction ⭐ 389

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

A recommender system for GitHub repositories based on Gorse

Neural_factorization_machine ⭐ 372

TenforFlow Implementation of Neural Factorization Machine

Caserecommender ⭐ 367

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

Openlearning4deeprecsys ⭐ 364

Some deep learning based recsys for open learning.

Ripplenet ⭐ 347

A tensorflow implementation of RippleNet

Neural_graph_collaborative_filtering ⭐ 339

Neural Graph Collaborative Filtering, SIGIR2019

Product Nets ⭐ 323

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribu

Winerama Recommender Tutorial ⭐ 320

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

Attentional_factorization_machine ⭐ 316

TensorFlow Implementation of Attentional Factorization Machine

Openrec ⭐ 316

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

Reinforced Recommendation toolkit build around pytorch 1.7

Neural Collaborative Filtering ⭐ 312

pytorch version of neural collaborative filtering

SASRec: Self-Attentive Sequential Recommendation

Keras Recommendation ⭐ 309

Using Keras to implement recommender systems

Sars_tutorial ⭐ 308

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Tournesol ⭐ 307

Free and open source code of the https://tournesol.app platform. Meet the community on Discord https://discord.gg/WvcSG55Bf3

An Attention-Based User Behavior Modeling Framework for Recommendation

Librecommender ⭐ 288

Versatile End-to-End Recommender System

Torch Rechub ⭐ 285

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

Deep_recommenders ⭐ 282

Deep Recommenders

A general purpose recommender metrics library for fair evaluation.

Recommend ⭐ 269

recommendation system with python

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Recommender System ⭐ 254

A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

Recsys Dataset ⭐ 244

🛍 A real-world e-commerce dataset for session-based recommender systems research.

Ai Competition Collections ⭐ 242

AI比赛经验帖子 & 训练和测试技巧帖子集锦（收集整理各种人工智能比赛经验帖）

Sasrec.pytorch ⭐ 236

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍

Rectools ⭐ 227

RecTools - library to build Recommendation Systems easier and faster than ever before

Merlin Models is a collection of deep learning recommender system model reference implementations

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

This is the data for KB4Rec

Recommendationsystem ⭐ 190

Book recommender system using collaborative filtering based on Spark

A Toolbox for MultiModal Recommendation. Integrating 10+ Models...

Collaborativememorynetwork ⭐ 174

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Gru4rec_tensorflow ⭐ 169

TensorFlow implemenation of GRu4Rec model

Recs At Resonable Scale ⭐ 166

Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow

Comirec ⭐ 166

Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)

Spotify Recommendation Engine ⭐ 161

Music Recommender System

A tensorflow implementation of Knowledge Graph Convolutional Networks

Cofactor ⭐ 155

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Llmrank ⭐ 155

[ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

Post Modern Stack ⭐ 154

Joining the modern data stack with the modern ML stack

Kddcup 2020 ⭐ 154

6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System

Recstudio ⭐ 153

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

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