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machine-learning x

recommender-system x

369 search results found

D2l En ⭐ 18,967

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 ⭐ 16,345

Best Practices on Recommendation Systems

Qdrant ⭐ 12,941

Qdrant - Vector Database for the next generation of AI applications. Also available in the cloud https://cloud.qdrant.io/

Gorse ⭐ 7,574

Gorse open source recommender system engine

Deep Learning Interview Book ⭐ 5,149

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）

Lightfm ⭐ 4,407

A Python implementation of LightFM, a hybrid recommendation algorithm.

Alink ⭐ 3,373

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

Implicit ⭐ 3,244

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Ad Papers ⭐ 3,009

Papers on Computational Advertising

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Fun Rec ⭐ 2,658

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

Ranking ⭐ 2,633

Learning to Rank in TensorFlow

Ml Surveys ⭐ 2,538

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

Deep Learning For Recommendation Systems ⭐ 2,141

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

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

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Ai_tutorial ⭐ 1,739

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

Sparrowrecsys ⭐ 1,634

A Deep Learning Recommender System

Machine Learning Specialization Coursera ⭐ 1,526

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

Seldon Server ⭐ 1,420

Machine Learning Platform and Recommendation Engine built on Kubernetes

Tensorrec ⭐ 1,180

A TensorFlow recommendation algorithm and framework in Python.

Nvtabular ⭐ 955

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.

fastFM: A Library for Factorization Machines

Deeprec ⭐ 878

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

Tutorials ⭐ 847

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

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

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

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.

Buffalo ⭐ 568

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

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.

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

Reclist ⭐ 420

Behavioral "black-box" testing for recommender systems

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 392

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

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

Causal_reading_group ⭐ 361

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

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

Sars_tutorial ⭐ 308

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

Artificial Intelligence Projects ⭐ 280

Collection of Artificial Intelligence projects.

A general purpose recommender metrics library for fair evaluation.

Artificio ⭐ 269

Deep Learning Computer Vision Algorithms for Real-World Use

Recsys_core ⭐ 268

[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集，构建以FM和LR为核心的电影推荐系统).

Recdb Postgresql ⭐ 262

RecDB is a recommendation engine built entirely inside PostgreSQL

跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

项亮的《推荐系统实践》的代码实现

Must Read Papers For Ml ⭐ 253

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

Recommender ⭐ 249

A C library for product recommendations/suggestions using collaborative filtering (CF)

Recsys Dataset ⭐ 244

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

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

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

Goodreads ⭐ 186

code samples for the goodreads datasets

Mydatascienceportfolio ⭐ 172

Applying Data Science and Machine Learning to Solve Real World Business Problems

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Ml Course ⭐ 159

Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

Recommender systems for Go

Rectools ⭐ 147

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

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

A recommender system for discovering GitHub repos, built with Apache Spark

Envisedge ⭐ 132

Deploy recommendation engines with Edge Computing

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Sagemaker Ml Workflow With Apache Airflow ⭐ 104

This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airflow.

🌊 FluRS: A Python library for streaming recommendation algorithms

Deep recommender systems for Rust

Movie Recommender System ⭐ 86

Basic Movie Recommendation Web Application using user-item collaborative filtering.

Github Recommendation Engine ⭐ 85

A github repository suggestion system

Building Recommender Systems With Machine Learning And Ai ⭐ 78

Building Recommender Systems with Machine Learning and AI, published by Packt

Data Science Popular Algorithms ⭐ 77

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

Books2rec ⭐ 76

A recommender system built for book lovers.

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

Recommendationengine ⭐ 70

Recommendation Engine using Azure ML Studio to recommend related movies.

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

A recommendation framework for distributed model building and evaluation with PySpark.

Awesome Python Machine Learning Resources ⭐ 60

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

Samantha ⭐ 58

Samantha - A generic recommender and predictor server

Awesome_machine_learning_solutions ⭐ 58

A curated list of repositories for my book Machine Learning Solutions.

Ngcf Pytorch ⭐ 57

PyTorch Implementation for Neural Graph Collaborative Filtering

Hyperfoods ⭐ 56

It was built a web application as a step forward in building a 3D recommendation system.

#FilmAB Projemiz Türkçe Veri Kümesi de oluşturduğumuz bir film öneri robotudur. Arayüzümüz açıldığında size iki seçenek sunar: 1. Özet girerek: Nasıl bir film izlemek istediğinizi belirterek, 2. Birkaç film ismi girerek: Verdiğiniz filmlere benzer film isteyerek, veri kümesinde uygun filmi bulabilirsiniz. #Acıkhack2022TDDİ

Recommender System Datasets ⭐ 50

A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range of recommendation tasks.

Large scale training of factorization models for Collaborative Filtering with PyTorch

Chainrec ⭐ 45

Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proc. of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.

Aiml Projects ⭐ 44

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

Awesome Recommendation Engine ⭐ 43

The purpose of this tiny project is to put things together with the know how that i learned from the course big data expert from formacionhadoop.com The idea is to show how to play with apache spark streaming, kafka,mongo, spark machine learning algorithms.

Tf Reco Workshop ⭐ 43

Deep Learning with TensorFlow Workshop 1 - Recommender System

Recommendation.jl ⭐ 43

Building recommender systems in Julia

Rosetta_recsys2019 ⭐ 42

The 4th Place Solution to the 2019 ACM Recsys Challenge by Team RosettaAI

Interaction Aware Factorization Machines ⭐ 40

Tensorflow implementation for Interaction-aware factorization machines

2017 Spring (105-2) -- Machine Learning

Bemorehuman ⭐ 35

The recommendation engine with particular focus on uniqueness of the person receiving the rec.

Retailbox ⭐ 34

🛍️RetailBox - eCommerce Recommender System using Machine Learning

Elastic Graph Recommender ⭐ 33

Building recommenders with Elastic Graph!

A _guide_ To_data_sciecne_from_mathematics ⭐ 30

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

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