Awesome Open Source

Programming Languages

Search results for pytorch recommendation system

recommendation-system x

20 search results found

D2l En ⭐ 21,912

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

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.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Spotlight ⭐ 2,809

Deep recommender models using PyTorch.

Torchrec ⭐ 1,639

Pytorch domain library for recommendation systems

Transformers4rec ⭐ 974

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

Fuxictr ⭐ 715

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

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.

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

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

Reinforced Recommendation toolkit build around pytorch 1.7

Neural Collaborative Filtering ⭐ 312

pytorch version of neural collaborative filtering

Torch Rechub ⭐ 285

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

Metarec ⭐ 282

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

Sasrec.pytorch ⭐ 236

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

Reco Gym ⭐ 236

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

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

Recstudio ⭐ 153

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

Rec_pangu ⭐ 138

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Envisedge ⭐ 132

Deploy recommendation engines with Edge Computing

Graphrec Www19 ⭐ 131

Graph Neural Networks for Social Recommendation, WWW'19

Neu Review Rec ⭐ 126

A Toolkit for Neural Review-based Recommendation models with Pytorch.

Simple_mf ⭐ 123

Simple but Flexible Recommendation Engine in PyTorch

Recsys Nlp Graph ⭐ 115

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

Knowledge_graph_based_intent_network ⭐ 114

Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021

A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

Rectorch ⭐ 104

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

A pytorch implementation of He et al. "Neural Collaborative Filtering" at WWW'17

Torecsys ⭐ 88

ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) prediction, learning-to-ranking (LTR), and Matrix/Tensor Embedding. The project objective is to develop an ecosystem to experiment, share, reproduce, and deploy in real-world in a smooth and easy way.

Kgcn Pytorch ⭐ 84

KGCN pytorch model implementation

rnn based model for recommendations

Bayesian Personalized Ranking using PyTorch

Awesome Python Machine Learning Resources ⭐ 77

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

matrix factorization in PyTorch

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

Recommender_pytorch ⭐ 63

A recommender system in PyTorch from scratch.

Ngcf Pytorch ⭐ 57

PyTorch Implementation for Neural Graph Collaborative Filtering

Ctr_algorithm ⭐ 56

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

Lambda Opt ⭐ 49

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

Recsys_pytorch ⭐ 48

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

Recsys_slates_dataset ⭐ 48

FINN.no Slate Dataset for Recommender Systems. A dataset containing all interactions (viewed items + response (clicked item / no click) for users over a longer time horizon.

Large scale training of factorization models for Collaborative Filtering with PyTorch

推荐系统---实验+复现+创新

Generative Adversarial User Model For Reinforcement Learning Based Recommendation System Pytorch ⭐ 34

Bert4rec Vae Pytorch ⭐ 33

Pytorch implementation of BERT4Rec and Netflix VAE.

⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.

Next Basket Recommendation ⭐ 29

About Next Basket Recommendations Based on Neural Network.

Sequential Variational Autoencoders for Collaborative Filtering

Code for CosRec: 2D Convolutional Neural Networks for Sequential Recommendation (CIKM-19)

Recommender System Pytorch ⭐ 20

基于 Pytorch 实现推荐系统相关的算法

Official code of Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability [CIKM'22]

Mlstm4reco ⭐ 18

Multiplicative LSTM for Recommendations

Recommender Systems ⭐ 17

This repository contains several state-of-the-art models of recommender system created using the PyTorch framework.

the Pytorch implementation for our EMNLP 2021 paper "Learning Neural Templates for Recommender Dialogue System"

Recsys_pipeline ⭐ 16

Build Recommender System with PyTorch + Redis + Elasticsearch + Feast + Triton + Flask. Vector Recall, DeepFM Ranking and Web Application.

Newsreclib ⭐ 16

PyTorch-Lightning Library for Neural News Recommendation

DGL implementation of EGES

Instrumental Variables For Recommendation ⭐ 14

The official implementation for WWW 2022 paper "A Model-Agnostic Causal Learning Framework for Recommendation using Search Data"

Source code for Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022.

Pytorchcml ⭐ 14

PyTorchCML is a library of PyTorch implementations of matrix factorization (MF) and collaborative metric learning (CML), algorithms used in recommendation systems and data mining.

Implementation for Aspect-Aware Latent Factor Model: Rating Prediction with Ratings and Reviews.

Draftrec ⭐ 13

Code for the paper "DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games" (WWW 2022)

Stepintorecommendersystems ⭐ 13

RecommenderSystems: from 0 to practice. 包括推荐系统实践和深度推荐系统两部分

Movie Recommender System ⭐ 12

Bpr Pytorch ⭐ 12

A pytorch implementation for BPR (Bayesian Personalized Ranking).

【PyTorch】Easy-to-use package of Cognitive Evolutionary Search (CELS) for Click-Through Rate Prediction

Causal Representation Learning for Out-of-Distribution Recommendation (WWW'22)

Neural_cf ⭐ 9

Comparing keras, pytorch and gluon using neural collaborative filtering

【TSC 2022】 Mashup-Oriented Web API Recommendation via Multi-Model Fusion and Multi-Task Learning

Log 2023 Gnns Recsys ⭐ 9

Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)

Job Recommendation Pjfnn ⭐ 9

Several baseline models and PJFNN on Job Recommendation Challenge

Movie Recommendation System Using Autoencoders ⭐ 9

Built a Movie Recommendation System using AutoEncoders.It was built using MovieLens Dataset

Recommended system(2018-2019); CTR prediction;Recommended-System-PyTorch===>> WIP

Mf Pytorch ⭐ 8

Matrix Factorization reimplementation with pytorch

Pytorch_ngcf ⭐ 8

PyTorch Implemenation for Neural Graph Collaborative Filtering

Playground ⭐ 8

store my personal project

Recsys Tutorial ⭐ 8

推荐系统入门教程，包含基础知识和相应的运行实例

Tisasrec.pytorch ⭐ 7

https://github.com/JiachengLi1995/TiSASRec in PyTorch

Accepted at ACM Multimedia 2023 in the Open Source track.

[ACMMM 2021] PyTorch implementation for "Mining Latent Structures for Multimedia Recommendation"

Source code for MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. TKDE 2022.

Cmn4recosys ⭐ 7

Collaborative Memory Networks for Recommendation Systems, implementation in PyTorch

Official repository for "Proxy-based Item Representation for Attribute and Context-aware Recommendation", WSDM 2024.

The code of the paper Dual Policy Learning for Aggregation Optimization in Graph Neural Network-based Recommender Systems.

Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Formal Multimod Rec ⭐ 6

Formalizing Multimedia Recommendation through Multimodal Deep Learning, under review at TORS.

Torch Recsys Basics ⭐ 5

Implementation of Basic Recommendation System Models with PyTorch

Recommender ⭐ 5

Size Fit Net ⭐ 5

PyTorch Implementation of A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce (RecSys'19)

Related Searches

Python Pytorch (15,437)

Deep Learning Pytorch (6,334)

Jupyter Notebook Pytorch (4,892)

Machine Learning Pytorch (2,276)

Dataset Pytorch (1,847)

Pytorch Convolutional Neural Networks (1,777)

Pytorch Neural Network (1,631)

Pytorch Computer Vision (1,388)

Tensorflow Pytorch (1,365)

Pytorch Natural Language Processing (1,275)

1-20 of 20 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.