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集合主题趋势排行榜
#

xdeepfm

Website
Wikipedia
shenweichen/DeepCTR
https://static.github-zh.com/github_avatars/shenweichen?size=40
shenweichen / DeepCTR

#计算机科学#Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

ctrclick-through-rate深度学习factorization-machinesdeepfmffmnfmmlrdindeepinterestnetworkxdeepfmdienrecommendationmmoeesmmple
Python 7.82 k
10 个月前
https://static.github-zh.com/github_avatars/shenweichen?size=40
shenweichen / DeepCTR-Torch

#计算机科学#【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepctrctr-models深度学习deepctr-pytorchdeepfmfibinetxdeepfm
Python 3.21 k
1 年前
https://static.github-zh.com/github_avatars/ZiyaoGeng?size=40
ZiyaoGeng / RecLearn

Recommender Learning with Tensorflow2.x

recommender-systemPythonctr-prediction神经网络tensorflow2deepfmafmxdeepfmpnnwidedeepnfmdcnfmffmmatrix-factorization
Python 1.94 k
3 年前
https://static.github-zh.com/github_avatars/rixwew?size=40
rixwew / pytorch-fm

Factorization Machine models in PyTorch

factorization-machinesPyTorchdeepfmxdeepfmffmfmnfmdcnpnnctr-predictioncollaborative-filtering
Python 1.06 k
1 年前
https://static.github-zh.com/github_avatars/qiaoguan?size=40
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)

ctrctr-predictionrecommendation-algorithmsesmmdeepfmresnetxdeepfmafmtransformerrecommendationrecommendation-algorithmfibinet
Python 924
6 年前
https://static.github-zh.com/github_avatars/UlionTse?size=40
UlionTse / mlgb

#计算机科学#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。

ctr-prediction深度学习机器学习recommender-systemdcndeepfmdindssmesmmfibinetmindmmoeplepnnxdeepfmdsin
Python 699
4 个月前
https://static.github-zh.com/github_avatars/DataCanvasIO?size=40
DataCanvasIO / DeepTables

#计算机科学#DeepTables: Deep-learning Toolkit for Tabular data

tabular-data深度学习deepfmfmafmctr-predictionpnnxdeepfmfibinetfactorization-machinesstructured-data
Python 683
7 个月前
https://static.github-zh.com/github_avatars/DSXiangLi?size=40
DSXiangLi / CTR

CTR模型代码和学习笔记总结

ctr-predictionrecommendation-algorithmsfmffmTensorflowpnnfnndeepfmafmnfmfrappedcnxdeepfmfibinetdeepinterestnetwork
Python 390
4 年前
https://static.github-zh.com/github_avatars/JianzhouZhan?size=40
JianzhouZhan / Awesome-RecSystem-Models

Implements of Awesome RecSystem Models with PyTorch/TF2.0

PyTorchfmffmdeepfmxdeepfmctrdcnpnntensorflow2
Python 257
5 年前
https://static.github-zh.com/github_avatars/tangxyw?size=40
tangxyw / RecAlgorithm

#计算机科学#主流推荐系统Rank算法的实现

recommendationffmpnnnfmafmdcndeepfmxdeepfmdinbstfibinetmmoeesmmple深度学习rankingctr
Python 249
2 年前
https://static.github-zh.com/github_avatars/Hirosora?size=40
Hirosora / LightCTR

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

ctrclick-through-ratedeepfmpnnfnnxdeepfmtf2Tensorflownfmafmmlrfibinet
Python 102
2 年前
https://static.github-zh.com/github_avatars/qian135?size=40
qian135 / ctr_model_zoo

#计算机科学#some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network

ctrclick-through-ratefactorization-machinesffmdeepfmxdeepfmdeepinterestnetworkPyTorch机器学习深度学习
Jupyter Notebook 70
6 年前
https://static.github-zh.com/github_avatars/shawroad?size=40
shawroad / DeepCTR-pytorch

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

fmnfmdeepfmpnnxdeepfmwidedeep
Python 67
1 年前
https://static.github-zh.com/github_avatars/shibing624?size=40
shibing624 / rater

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

recommendation-systemctr-models算法deepfmpnnffmxdeepfm
Python 45
5 年前
https://static.github-zh.com/github_avatars/TIXhjq?size=40
TIXhjq / ML_Function

一些CTR模型和常见特征工程的方法

ctrfmpnnwidedeepdeepfmdcnnfmxdeepfmafmdindiendsindtssim
Python 26
4 年前
https://static.github-zh.com/github_avatars/End-the-cold-night?size=40
End-the-cold-night / deeprec

A easy library for recommendation system or computational advertising

recommendation-systemgraph-embeddingctrknowledge-graphfmffmnfmdcndnnxdeepfmdeepfmdindeepwalknode2vec
Python 22
6 年前
https://static.github-zh.com/github_avatars/John-Yao?size=40
John-Yao / Tencent_Social_Ads2018

2018腾讯社交广告33名;

xdeepfmPyTorchctrdeepinterestnetwork
Python 22
7 年前
https://static.github-zh.com/github_avatars/iFe1er?size=40
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.

ctr-predictionctrrecommendation-systemTensorflowfactorization-machinesdeepfmxdeepfm
Python 14
6 年前
https://static.github-zh.com/github_avatars/ShawnyXiao?size=40
ShawnyXiao / ExplicitHighOrderInteraction-Keras

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

recommender-systemctrKerasdcnxdeepfm
Python 11
2 年前
https://static.github-zh.com/github_avatars/zxxwin?size=40
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

ctrtensorflow2deepfmxdeepfmdcndindien
Jupyter Notebook 10
4 年前
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