nfm · GitHub Topics

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

翻译 - 基于深度学习的CTR模型的易于使用，模块化和可扩展的软件包。

ctr click-through-rate 深度学习 factorization-machines deepfm ffm nfm mlr din deepinterestnetwork xdeepfm dien recommendation mmoe esmm ple

Python 7.76 k

8 个月前

ZiyaoGeng / RecLearn

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 1.93 k

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 1.06 k

1 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 601

3 年前

AmazingDD / daisyRec

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...

recommender-system matrix-factorization factorization-machines k-nearest-neighbors PyTorch slim collaborative-filtering deepfm nfm vae afm

Python 552

8 个月前

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 387

4 年前

sisinflab / elliot

#计算机科学#Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

recommender-system 机器学习 collaborative-filtering content-based-recommendation matrix-factorization vae slim k-nearest-neighbours nfm knowledge-graph recommendations tensorflow2 Keras deepfm

Python 286

5 个月前

tangxyw / RecAlgorithm

#计算机科学#主流推荐系统Rank算法的实现

recommendation ffm pnn nfm afm dcn deepfm xdeepfm din bst fibinet mmoe esmm ple 深度学习 ranking ctr

Python 241

1 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 175

3 年前

Hirosora / LightCTR

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

ctr click-through-rate deepfm pnn fnn xdeepfm tf2 Tensorflow nfm afm mlr fibinet

Python 102

1 年前

shawroad / DeepCTR-pytorch

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

fm nfm deepfm pnn xdeepfm widedeep

Python 66

9 个月前

guoyang9 / NFM-pyorch

#计算机科学#A pytorch implementation for He et al. Neural Factorization Machines for Sparse Predictive Analytics on SIGIR 2017.

PyTorch nfm 深度学习

Python 38

6 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 26

4 年前

HanpyBin / recommendation-system-model

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

recommendation-system nfm deepfm

Python 25

2 个月前

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 22

6 年前

Top-Models / TOMMY

TOMMY is een topic modelling applicatie die ontwikkeld is door studenten van de Universiteit Utrecht in opdracht van EMMA. Voor het uitvoeren van topic modelling wordt het achterliggende Latent Diric...

数据科学 lda nfm topic-modeling topic-modelling

Python 4

9 个月前

jisilvia / Wine_Quality_Analysis

Several wines are analyzed in order to gain insights on what features affect a wine's rating using logistic regressions models, kNN algorithms, topic modeling, LDA, and Gensim models.

wine Code quality analysis logistic-regression gensim lda topic-modeling nfm

Jupyter Notebook 1

4 年前