9 results found Sort:

shenweichen
DeepCTR shenweichen
2.2k
7.6k
apache-2.0
178
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
ctr din ffm mlr nfm ple dien esmm mmoe fgcnn deepfm autoint xdeepfm deepcross deep-learning recommendation click-through-rate deepinterestnetwork factorization-machines deepinterestevolutionnetwork
Created 2017-10-07
133 commits to master branch, last one 2 years ago
PaddlePaddle
PaddleRec PaddlePaddle
726
4.3k
apache-2.0
194
Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、E...
lr ple tdm esmm mmoe deepfm gru4rec widedeep word2vec
Created 2020-04-28
2,908 commits to master branch, last one 4 days ago
median-research-group
LibMTL median-research-group
196
2.1k
mit
19
A PyTorch Library for Multi-Task Learning
mtl ple mmoe python pytorch deep-learning multitask-learning multi-task-learning multi-domain-learning multiobjective-optimization multi-objective-optimization
Created 2021-12-18
168 commits to main branch, last one 2 months ago
UlionTse
mlgb UlionTse
26
593
apache-2.0
13
MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB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。
dcn din ple pnn dsin dssm edcn esmm mind mmoe deepfm pepnet autoint fibinet masknet xdeepfm deep-learning ctr-prediction machine-learning recommender-system
Created 2024-01-02
13 commits to main branch, last one 4 months ago
huangjunheng
recommendation_model huangjunheng
122
557
unknown
4
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
fm mf afm afn dcn nfm onn ple dcap mmoe dcnv2 deepfm autoint fibinet pytorch deepconn widedeep
Created 2020-07-05
60 commits to master branch, last one 2 years ago
tangxyw
RecAlgorithm tangxyw
51
203
bsd-2-clause
7
主流推荐系统Rank算法的实现
afm bst ctr dcn din ffm nfm ple pnn esmm mmoe deepfm fibinet ranking xdeepfm deepcrossing deep-learning wide-and-deep recommendation
Created 2022-01-10
76 commits to main branch, last one about a year ago
basf
mamba-tabular basf
9
158
mit
7
Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambul...
ple rnn ssm node tabm mamba resnet tabular regression deeplearning preprocessing classification ft-transformer tabtransformer tabular-learning state-space-models tabular-deep-learning distributional-regression piecewise-linear-encoding
Created 2024-05-03
588 commits to master branch, last one 17 days ago
alibaba
TorchEasyRec alibaba
15
65
apache-2.0
8
An easy-to-use framework for large scale recommendation algorithms.
din ple tdm dssm deepfm recommender-system multi-task-learning recommendation-algorithms
Created 2024-09-25
69 commits to master branch, last one 2 days ago
Gavince
MTL Gavince
7
31
unknown
1
学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE
mtl ple mmoe python3 pytroch deep-learning recommendsystem
Created 2022-01-11
8 commits to main branch, last one 2 years ago