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DeepCTR

shenweichen /DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deep-learning factorization-machines recommendation mlr ffm ctr din deepfm click-through-rate ple xdeepfm deepinterestnetwork nfm deepcross autoint esmm dien deepinterestevolutionnetwork fgcnn mmoe

UpdatedAug 9, 2024
Python

shenweichen /DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deep-learning deepfm xdeepfm ctr-models deepctr fibinet deepctr-pytorch torchrec deeprec

UpdatedJul 2, 2024
Python

ZiyaoGeng /RecLearn

Recommender Learning with Tensorflow2.x

neural-network afm python3 matrix-factorization recommender-system fm ffm ctr-prediction criteo dcn factorization-machine deepfm ncf xdeepfm pnn nfm deepcross tensorflow2 widedeep

UpdatedApr 29, 2022
Python

rixwew /pytorch-fm

Factorization Machine models in PyTorch

pytorch collaborative-filtering factorization-machines fm movielens-dataset ffm ctr-prediction dcn deepfm neural-collaborative-filtering xdeepfm pnn nfm autoint fnfm criteo-dataset avazu-dataset hofm

UpdatedApr 8, 2024
Python

qiaoguan /deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

afm transformer resnet recommendation recommendation-algorithms ctr-prediction ctr recommendation-algorithm factorization-machine deepfm xdeepfm deep-ctr ad-algorithm esmm deep-cross deep-interest-network fibinet

UpdatedNov 15, 2019
Python

DataCanvasIO /DeepTables

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

UlionTse /mlgb

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

machine-learning deep-learning recommender-system mind ctr-prediction dcn din dssm deepfm ple xdeepfm pnn autoint esmm fibinet dsin mmoe edcn masknet pepnet

UpdatedMar 2, 2025
Python

DSXiangLi /CTR

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

JianzhouZhan /Awesome-RecSystem-Models

Implements of Awesome RecSystem Models with PyTorch/TF2.0

pytorch fm ffm ctr dcn deepfm xdeepfm pnn tensorflow2

UpdatedApr 4, 2020
Python

tangxyw /RecAlgorithm

主流推荐系统Rank算法的实现

deep-learning afm ranking recommendation bst ffm wide-and-deep ctr dcn din deepfm ple xdeepfm pnn nfm esmm fibinet mmoe deepcrossing

UpdatedOct 25, 2023
Python

Hirosora /LightCTR

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

qian135 /ctr_model_zoo

some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

machine-learning deep-learning pytorch factorization-machines ffm ctr deepfm click-through-rate xdeepfm deepinterestnetwork

UpdatedApr 19, 2019
Jupyter Notebook

shawroad /DeepCTR-pytorch

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

fm deepfm xdeepfm pnn nfm autoint widedeep deepcorss

UpdatedJul 26, 2024
Python

shibing624 /rater

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

TIXhjq /ML_Function

一些CTR模型和常见特征工程的方法

afm dts sim fm ctr dcn din deepfm xdeepfm pnn nfm deepcross autoint dien dsin mimn feature-enginner widedeep seqfm

UpdatedApr 10, 2021
Python

End-the-cold-night /deeprec

A easy library for recommendation system or computational advertising

dnn deepwalk knowledge-graph recommendation-system fm ffm ctr cvr dcn node2vec din graph-embedding deepfm computational-advertising xdeepfm nfm autoint fgcnn nnfm

UpdatedJun 28, 2019
Python

John-Yao /Tencent_Social_Ads2018

2018腾讯社交广告33名；

pytorch ctr xdeepfm deepinterestnetwork

UpdatedJul 30, 2018
Python

iFe1er /AlitaNet

AlitaNet: A click through rate (ctr) prediction deep learning Network implementation with TensorFlow, including LR, FM, AFM, Wide&Deep, DeepFM, xDeepFM, AutoInt, FiBiNet, LS-PLM, DCN, etc.

tensorflow recommendation-system factorization-machines ctr-prediction ctr deepfm xdeepfm

UpdatedAug 13, 2019
Python

ShawnyXiao /ExplicitHighOrderInteraction-Keras

Explicit high order interaction models implemented in Keras, including: DCN, xDeepFM, AutoInt etc.

keras recommender-system ctr dcn xdeepfm autoint high-order-interaction

UpdatedMar 25, 2023
Python

zxxwin /DeepCTR_tensorflow2

Deep-learning based CTR models implemented with tensorflow2.0. / 使用tensorflow2.0实现的一些基于深度学习的CTR模型

ctr dcn din deepfm xdeepfm autoint tensorflow2 dien

UpdatedJan 26, 2021
Jupyter Notebook

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