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Search results for python recommender

377 search results found

Recommenders ⭐ 16,370

Best Practices on Recommendation Systems

Lightfm ⭐ 4,407

A Python implementation of LightFM, a hybrid recommendation algorithm.

Paddlerec ⭐ 3,903

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、T MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAM Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWi 、movielens等

Recbole ⭐ 2,840

A unified, comprehensive and efficient recommendation library

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Deep Learning For Recommendation Systems ⭐ 2,141

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

Reco Papers ⭐ 1,753

Classic papers and resources on recommendation

Recommenders ⭐ 1,643

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

Sparrowrecsys ⭐ 1,634

A Deep Learning Recommender System

Python Recsys ⭐ 1,357

A python library for implementing a recommender system

Awesome Deep Learning Papers For Search Recommendation Advertising ⭐ 1,100

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.

Crab is a ﬂexible, fast recommender engine for Python that integrates classic information ﬁltering recommendation algorithms in the world of scientiﬁc Python packages (numpy, scipy, matplotlib).

Next RecSys Library

Spark Movie Lens ⭐ 757

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

Moviegeek ⭐ 730

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

Elasticsearch Spark Recommender ⭐ 603

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Buffalo ⭐ 568

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

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 ⭐ 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

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)

Caserecommender ⭐ 367

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

Winerama Recommender Tutorial ⭐ 320

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

Openrec ⭐ 316

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

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

A general purpose recommender metrics library for fair evaluation.

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.

Librecommender ⭐ 248

Versatile End-to-End Recommender System

Python recommendation toolkit

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

Session Rec ⭐ 177

Python-based framework for building and evaluating session-based and session-aware recommender systems.

Episodes ⭐ 165

Self Hosted TV show Episode tracker and recommender built using django, bootstrap4.

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Beta Recsys ⭐ 152

Beta-RecSys: Build, Evaluate and Tune Automated Recommender Systems

Doubanrecommend ⭐ 150

基于豆瓣图书的推荐、知识图谱与知识引擎简单构建neo4j

Dropoutnet ⭐ 145

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

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

Deep_matrix_factorization_models ⭐ 140

Implementation of the "Deep Matrix Factorization Models for Recommender Systems"

Word2vec Recommender ⭐ 128

Recommendation engine based on contextual word embeddings

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Crab is a ﬂexible, fast recommender engine for Python that integrates classic information ﬁltering recommendation algorithms in the world of scientiﬁc Python packages (python, numpy, scipy, matplotlib)

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Spark Knn Recommender ⭐ 113

Item and User-based KNN recommendation algorithms using PySpark

Xdeepfm ⭐ 108

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems

Kerasgru4rec ⭐ 107

Keras implementation of GRU4Rec session-based recommender system

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

🌊 FluRS: A Python library for streaming recommendation algorithms

A Recsys ⭐ 98

A Tensorflow based implicit recommender system

Movielens Recommender ⭐ 97

A pure Python implement of Collaborative Filtering based on MovieLens' dataset.

A python library for music recommendation

Sequential deep matching model for recommender system at Alibaba

Recommender_system_challenge ⭐ 71

Recommender System Challenge by @Sirajology on Youtube

Mxnet For Cdl ⭐ 68

Collaborative Deep Learning for Recommender Systems.

Star Gcn ⭐ 63

STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems

Recommender_pytorch ⭐ 63

A recommender system in PyTorch from scratch.

Factorizer ⭐ 62

Matrix factorization using TensorFlow

Recommender_system_py ⭐ 56

This is a submission for the Recommender challenge by @Sirajology on Youtube. [winner]

Flavor Network ⭐ 54

Improving Rnn Recommendation Model ⭐ 51

Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

Lambda Opt ⭐ 49

Pytorch implementation of λOpt: Learn to Regularize Recommender Models in Finer Levels, KDD 2019

Movie Recommender System ⭐ 48

Final project for Udacity's ud741 — Unsupervised Learning

Recsys_pytorch ⭐ 48

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

Dfa Scales To Modern Deep Learning ⭐ 46

Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

Tf Reco Workshop ⭐ 43

Deep Learning with TensorFlow Workshop 1 - Recommender System

Product Recommender ⭐ 41

Wrapping of my python recommender into an npm module

Real_estate_recommender ⭐ 41

A personalized real estate recommender system that I built as part of my final project for the Data Science Intensive at Galvanize

Science Bookclub ⭐ 40

Generating the next read for our book club- with Data Science!

Similaripy ⭐ 40

Fast Python KNN-Similarity algorithms for Collaborative Filtering models in Recommender System and others.

Code for our CIKM 2018 paper titled "ANR: Aspect-based Neural Recommender"

Inception External Recommender ⭐ 37

Get annotation suggestions for the INCEpTION text annotation platform from spaCy, Sentence BERT, scikit-learn and more. Runs as a web-service compatible with the external recommender API of INCEpTION.

Retailbox ⭐ 34

🛍️RetailBox - eCommerce Recommender System using Machine Learning

DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System

Ease_rec ⭐ 33

embarrassingly shallow autoencoder

Recommender System Lightfm ⭐ 32

scalable Recommeder System for e-commerece using LightFM package in python

Conversational Recommendations ⭐ 32

Keras Recommender ⭐ 32

Recommender built using keras

Cancer Drug Response prediction using a Recommender System

Material_recommender ⭐ 32

A Blender 2.80 add-on that helps you generate materials

[ICMLA 2021] Jurity: Fairness & Evaluation Library

Matrix Hadoop Tutorial ⭐ 31

A set of tutorial codes about matrix methods in Hadoop

This is a new deep learning model for recommender system, which we called PHD

Slim Recommendation ⭐ 31

A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF

Recommender_systems ⭐ 30

Recommender Systems Code Exploring Concepts with Surprise and Mlxtend Packages - Code for my blog article

Book Recommender System Rbm ⭐ 28

A book recommender system created using simple Restricted Boltzmann Machines in TensorFlow

Code for the paper "Multimodal Review Generation for Recommender Systems", WWW'19

W2v_reco_hyperparameters_matter ⭐ 27

Repository to reproduce results of "Word2vec applied to Recommendation: Hyperparameters Matter" by H. Caselles-Dupré, F. Lesaint and J. Royo-Letelier. The paper will be published on the 12th ACM Conference on Recommender Systems, Vancouver, Canada, 2nd-7th October 2018

Deep Recommenders with Python: A Python library for building Deep Learning based Recommender Systems

Unsupervised Predict Streamlit Template ⭐ 27

Streamlit-based recommender system for the EDSA Unsupervised Sprint

Train, evaluate, and optimize implicit feedback-based recommender systems.

Recommender_system ⭐ 27

CF item-based recommender system

Cf_recommender ⭐ 25

Collaborative Filtering Recommender Engine

Recommender ⭐ 24

基于RFM和决策树模型构建专家推荐系统。融合了RFM模型和决策树模型，结合专业运营人员的业务经营，发

Example_dataproc_twitter ⭐ 23

This repository is used as source code for the medium post about implementing a Twitter recommender system using GCP.

Spark Knn Recommender

Python Spark Recsys ⭐ 23

An example Python ALS recommender system

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