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recommendation-system x

1,222 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 ⭐ 17,972

Best Practices on Recommendation Systems

Qdrant ⭐ 15,789

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

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Weaviate ⭐ 9,527

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.

Bash Snippets ⭐ 9,224

A collection of small bash scripts for heavy terminal users

Gorse ⭐ 8,010

Gorse open source recommender system engine

Deep Learning Interview Book ⭐ 6,435

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

Rspapers ⭐ 5,701

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

Openvino ⭐ 5,316

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

Lightfm ⭐ 4,505

A Python implementation of LightFM, a hybrid recommendation algorithm.

List_of_recommender_systems ⭐ 4,126

A List of Recommender Systems and Resources

Alink ⭐ 3,479

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

Implicit ⭐ 3,322

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Fun Rec ⭐ 3,289

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

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Librec ⭐ 3,113

LibRec: A Leading Java Library for Recommender Systems, see

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.

Awesome Deeplearning ⭐ 2,670

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

Ranking ⭐ 2,666

Learning to Rank in TensorFlow

Awesome Causality Algorithms ⭐ 2,558

An index of algorithms for learning causality with data

Ml Surveys ⭐ 2,538

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

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

Ai_tutorial ⭐ 2,395

精选机器学习，NLP，图像识别，深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

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

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

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

Recommendable ⭐ 1,344

👍👎 A recommendation engine using Likes and Dislikes for your Ruby app

Usearch ⭐ 1,335

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

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.

Nvtabular ⭐ 1,006

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.

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.

Hugectr ⭐ 891

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

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.

Datasets For Recommender Systems ⭐ 821

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

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

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.

Deeprec ⭐ 723

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

Fuxictr ⭐ 715

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

Recommendationraccoon ⭐ 690

A collaborative filtering based recommendation engine and NPM module built on top of Node.js and Redis. The engine uses the Jaccard coefficient to determine the similarity between users and k-nearest-neighbors to create recommendations. This module is useful for anyone with a database of users, a database of products/movies/items and the desire to give their users the ability to like/dislike and receive recommendations.

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.

Recsysdatasets ⭐ 642

This is a repository of public data sources for Recommender Systems (RS).

Awesome Recsys Papers ⭐ 614

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

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

Awesome Llm For Recsys ⭐ 597

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Goodbooks 10k ⭐ 576

Ten thousand books, six million ratings

Buffalo ⭐ 571

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

Recommendersystem Paper ⭐ 567

This repository includes some papers that I have read or which I think may be very interesting.

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

Gnn Recommender Systems ⭐ 551

An index of recommendation algorithms that are based on Graph Neural Networks.

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

Recommenders Addons ⭐ 540

Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

A recommender systems development and evaluation package by Mendeley

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.

Recommendations for Ruby and Rails using collaborative filtering

Mymedialite ⭐ 484

recommender system library for the CLR (.NET)

Llm4rec Awesome Papers ⭐ 478

A list of awesome papers and resources of recommender system on large language model (LLM).

Competitive Recsys ⭐ 475

A collection of resources for Recommender Systems (RecSys)

Newsrecommendsystem ⭐ 467

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

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

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Knowledge_graph_attention_network ⭐ 434

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Reclist ⭐ 429

Behavioral "black-box" testing for recommender systems

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

High performance distributed framework for training deep learning recommendation models based on PyTorch.

Caserecommender ⭐ 367

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

Neo4j Reco ⭐ 364

Neo4j-based recommendation engine module with real-time and pre-computed recommendations.

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