wide-and-deep

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alibaba /EasyRec

Star1.9k

A framework for large scale recommendation algorithms.

recommender-system mind recommendation-algorithms online-learning wide-and-deep automl ctr-prediction multi-task-learning din dssm capsule-network deepfm autoint esmm pdn deepmatching dlrm transformers-models eges

UpdatedMar 9, 2025
Python

tobegit3hub /tensorflow_template_application

Star1.9k

TensorFlow template application for deep learning

machine-learning csv deep-learning tensorflow inference cnn lstm tensorboard mlp libsvm tfrecords wide-and-deep serving

UpdatedJul 5, 2023
Python

lambdaji /tf_repos

Star683

TensorFlow Script

deep-learning tensorflow wide-and-deep ctr-prediction multi-task-learning din deepfm pnn

UpdatedMar 28, 2024
Python

DataCanvasIO /DeepTables

Star677

DeepTables: Deep-learning Toolkit for Tabular data

deep-learning afm tabular-data factorization-machines structured-data fm wide-and-deep ctr-prediction dcn-model deepfm xdeepfm pnn autoint fgcnn fibinet

UpdatedNov 21, 2024
Python

DSXiangLi /CTR

Star383

CTR模型代码和学习笔记总结

afm tensorflow frappe recommendation-algorithms fm ffm wide-and-deep ctr-prediction dcn deepfm fnn xdeepfm deepinterestnetwork pnn nfm deep-cross fibinet

UpdatedAug 28, 2021
Python

Lapis-Hong /wide_deep

Star290

Wide and Deep Learning for CTR Prediction in tensorflow

tensorflow wide-and-deep ctr-prediction

UpdatedAug 27, 2021
Python

GitHub-HongweiZhang /prediction-flow

Star251

Deep-Learning based CTR models implemented by PyTorch

machine-learning deep-learning torch dnn pytorch attention recommendation attention-mechanism wide-and-deep ctr-prediction ctr din deepneuralnetworks deepfm deepinterestnetwork ctr-models dien deepinterestevolutionnetwork prediction-flow

UpdatedMar 11, 2021
Python

tangxyw /RecAlgorithm

Star230

UpdatedOct 25, 2023
Python

jrzaurin /Wide-and-Deep-Keras

Star160

Keras implementation of Tensorflow's Wide and Deep Algorithm

keras python3 wide-and-deep deep-algorithm

UpdatedJun 29, 2019
Python

Gavince /Recommend-System

Star114

深度学习与推荐系统学习，理论结合代码更香。

deep-learning embeddings recommender-system cold-start wide-and-deep ranking-algorithm deepfm

UpdatedJul 30, 2022
Jupyter Notebook

Hirosora /LightCTR

Star102

LightCTR is a tensorflow 2.0 based, extensible toolbox for building CTR/CVR predicting models.

afm tensorflow tf2 mlr wide-and-deep ctr cvr deepfm fnn click-through-rate xdeepfm pnn nfm autoint nffm fgcnn ccpm convertion-rate deep-and-cross fibinet

UpdatedOct 30, 2023
Python

wudikua /ps

Star100

自己实现的深度学习训练框架，纯java实现，没有过多的第三方依赖，可分布式训练

java machine-learning dnn wide-and-deep parameter-server nerual-network deepleanring java-machine-learning

UpdatedJul 30, 2018
Java

Lapis-Hong /Wide-ResDNN

Star82

Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow

deep-learning tensorflow wide-and-deep ctr-prediction

UpdatedDec 17, 2018
Python

mayukh18 /reco

Star54

a simple yet versatile recommendation systems library in python

collaborative-filtering matrix-factorization recommender-system factorization-machines movielens wide-and-deep funksvd svd-factorization

UpdatedJun 15, 2023
Python

yxtay /recommender-tensorflow

Star46

Recommendation Models in TensorFlow

deep-learning tensorflow recommendation-engine recommender-system google-cloud-platform movielens wide-and-deep factorization-machine deepfm cloud-ml-engine tensorflow-distributed google-cloud-ml-engine

UpdatedDec 28, 2018
Python

shibing624 /rater

Star44

rater, recommender systems. 推荐模型，包括：DeepFM，Wide&Deep，DIN，DeepWalk，Node2Vec等模型实现，开箱即用。

algorithms recommendation-system rater ffm wide-and-deep deepfm xdeepfm pnn ctr-models

UpdatedSep 1, 2020
Python

zeroized /DeepRec-torch

Star40

Easy-to-use pytorch-based framework for RecSys models

deep-learning afm pytorch fm wide-and-deep ctr dcn deepfm fnn pnn autoint flen

UpdatedAug 16, 2020
Python

AshutoshDongare /Tensorflow-Wide-Deep-Local-Prediction

Star30

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

python machine-learning csv tensorflow deep prediction estimator tensorboard tensorflow-tutorials tensorflow-experiments wide-and-deep tensorflow-models tensorflow-serving tensorflow-examples tensorflow-export-graph tensorflow-samples local-predictions

UpdatedMar 6, 2018
Python

busesese /Wide_Deep_Model

Star26

wide deep ctr model by pytorch

pytorch wide-and-deep ctr-prediction ctr

UpdatedSep 25, 2019
Jupyter Notebook

HanpyBin /recommendation-system-model

Star25

Implementation with Pytorch of DeepCrossing, DeepFM,NFM,Wide&Deep

recommendation-system wide-and-deep deepfm nfm deepcross

UpdatedFeb 22, 2025
Python

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