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Recommender Learning with Tensorflow2.x

recommender-system Python ctr-prediction 神经网络 tensorflow2 deepfm afm xdeepfm pnn widedeep nfm dcn fm ffm matrix-factorization

Python

1952

500

3 年前

rixwew / pytorch-fm

Factorization Machine models in PyTorch

factorization-machines PyTorch deepfm xdeepfm ffm fm nfm dcn pnn ctr-prediction collaborative-filtering

Python

1073

229

1 年前

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。

ctr-prediction 深度学习机器学习 recommender-system dcn deepfm din dssm esmm fibinet mind mmoe ple pnn xdeepfm dsin

Python

711

1 天前

jc-LeeHub / Recommend-System-tf2.0

原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！

fm ffm widedeep deepfm fnn pnn dien dsin afm dcn tf2

Python

703

229

4 年前

huangjunheng / recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

PyTorch fm mmoe ple deepfm nfm dcn afm fibinet widedeep

Python

638

125

3 年前

ZeroE04 / R-CenterNet

detector for rotated-object based on CenterNet/基于CenterNet的旋转目标检测

centernet dcn resnet detector rotated-object

Python

400

4 年前

DSXiangLi / CTR

CTR模型代码和学习笔记总结

ctr-prediction recommendation-algorithms fm ffm Tensorflow pnn fnn deepfm afm nfm frappe dcn xdeepfm fibinet deepinterestnetwork

Python

393

4 年前

developer0hye / PyTorch-Deformable-Convolution-v2

Don't feel pain to use Deformable Convolution

PyTorch dcn deformable-convolutional-networks deformable-convolution object-detection segmentation 深度学习 convolutional-neural-networks cnn

Jupyter Notebook

344

2 年前

tangxyw / RecAlgorithm

Python

259

2 年前

JianzhouZhan / Awesome-RecSystem-Models

Implements of Awesome RecSystem Models with PyTorch/TF2.0

PyTorch fm ffm deepfm xdeepfm ctr dcn pnn tensorflow2

Python

258

5 年前

QikaiXu / Recommender-System-Pytorch

基于 Pytorch 实现推荐系统相关的算法

PyTorch recommender-system lr mlr fm ffm pnn dcn fnn deepfm nfm afm din dien

Jupyter Notebook

181

4 年前

YinzhenWan / recome_wan

用pytorch 方法复现了二十多个经典的推荐算法论文，其中包含排序论文和推荐召回论文，并在demo里面选了一个召回模型和排序模型的运行示例。

dcn deepfm fibinet mmoe gru4rec mind line youtubednn node2vec deepwalk din graphsage

Python

2 年前

zeroized / DeepRec-torch

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

fm deepfm pnn fnn PyTorch ctr 深度学习 afm dcn

Python

5 年前

TIXhjq / ML_Function

一些CTR模型和常见特征工程的方法

ctr fm pnn widedeep deepfm dcn nfm xdeepfm afm din dien dsin dts sim

Python

4 年前

End-the-cold-night / deeprec

A easy library for recommendation system or computational advertising

recommendation-system graph-embedding ctr knowledge-graph fm ffm nfm dcn dnn xdeepfm deepfm din deepwalk node2vec

Python

6 年前

ShawnyXiao / ExplicitHighOrderInteraction-Keras

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

recommender-system ctr Keras dcn xdeepfm

Python

2 年前

ishikkkkaaaa / UPES

机器学习 dcn cg computer-graphics 操作系统 SQL pattern codes Java

Jupyter Notebook

3 年前

rnpbr / meican

Web application for the management of Dynamic Circuits Networks (DCNs)

dcn network-management network-monitoring

PHP

5 个月前

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 tensorflow2 deepfm xdeepfm dcn din dien

Jupyter Notebook

5 年前

whw199833 / gbiz_torch

A comprehensive toolkit package designed to help you accurately predict key metrics in commercial area

dcn 深度学习 deepfm dnn esmm mmoe recommendation recommendation-system

Python

2 年前