shenweichen/

DeepCTR-Torch

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

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Recent activities

shenweichen added the repository

almost 6 years ago

Issues

Funded Unfunded Rewarded Closed

KeyError: 'item_gender' when using some VarLenSparseFeat

Unfunded#180created byzanshuxun

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DIN模型的正则项

Unfunded#203created bywjj5881005

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ValueError: could not convert string to float: '5a9ed9b0'

Unfunded#202created bymjrzzz

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Issue deepctr_torch model requires at least 1 sparse feature

Unfunded#201created byJKrse

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Got error: "UnboundLocalError: local variable 'e_1' referenced before assignment"

Unfunded#200created bysine-fandel

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How to make inference from the trained model?

Unfunded#198created bygeo47

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For all dense feature problem, which model should I choose ?

Unfunded#192created byFeiiYin

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训练 DIN 的时候, loss 一直是负的

Unfunded#191created byEcho0117

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运行run_classification_criteo.py时报错

Unfunded#190created byTresBienDA

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The output shape of Multihead_attention in Autoint should be (batchsize, filednum, atten_embedding)

Unfunded#74created byyfreedomliTHU

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tourch版本的deepfm在纯cpu机器上训练速度非常慢，比keras版本的慢很多

Unfunded#183created bycysjtu

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Multi-thread cpu training

Unfunded#182created byLearningm

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b means B?

Unfunded#204created byData-Designer

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AttributeError: 'VarLenSparseFeat' object has no attribute 'use_hash' when using some VarLenSparseFeat

Unfunded#179created byzanshuxun

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Dense value is not for DNN input in AutoInt

Unfunded#62created bySongRb

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multi gpus

Unfunded#73created byGUANFULUO

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[DIN] models/din.py 的第 94~97行是否有点问题

Unfunded#176created bycuihu1998

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Linear Layer in AutoInt

Unfunded#175created byrohit497

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AutoInt Dense Features Attention

Unfunded#174created byrohit497

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Early-stopping Bug

Unfunded#171created byWeiyuCheng

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Why the fm only work for sparse feature columns？

Unfunded#65created byjianzheng-china

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CCPM model中ConvLayer(nn.Module) Layer层没有加tanh的激活层

Unfunded#67created byjimzhu

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请问库中的推荐算法模型可以做分布式训练吗？

Unfunded#154created bywushupei1997

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DIEN的example在GPU上执行tensor类型出错

Unfunded#232created byEricZhuo

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How to choose a model from the supported model list?

Unfunded#299created bychansonzhang

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不是国人的仓库吗, 怎么从简介到注释都是英文😂

Unfunded#292created byimhjy

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can developer add change basemodel class device attribute?

Unfunded#272created bymyhaa

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When doing model prediction, how to get the next-to-last layer emeddings at the same time?

Unfunded#271created byCFZhai

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import deepctr_torch error

Unfunded#269created byCFZhai

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在models.basemodel中为何没有forward函数呢

Unfunded#258created bygrapefruitofwbb

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AttributeError: 'Embedding' object has no attribute 'shape'

Unfunded#243created byHenryBao91

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请问deepfm中二阶交叉是不是没对dense层进行交叉呀

Unfunded#241created bydowneykking

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Getting "RuntimeError: 'lengths' argument should be a 1D CPU int64 tensor, but got 1D cuda:0 Long tensor"

Unfunded#240created byJeriousman

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What is X in forward function of DeepFM?

Unfunded#234created byJeriousman

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感觉CrossNet有问题

Unfunded#151created byTQCAI

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A feature vector (300 dim) as an input getting an error

Unfunded#231created byJeriousman

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如何存和读取train好的model？

Unfunded#230created bySoulEvill

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torch版什么时候出MTL的接口？

Unfunded#229created byjingting9

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Running ValueError: y_true contains only one label (1.0)

Unfunded#227created byxin970909

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RuntimeError: Sizes of tensors must match except in dimension 2.

Unfunded#225created byqijunhui

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Why is there a linear model in models like DCN which does not have a linear model?

Unfunded#224created bykwmaeng91

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关于多值类别特征的输入

Unfunded#223created bytreeAndRiver

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Runtime hints: Please check the latest version manually...

Unfunded#210created byMaster-PLC

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basemodel.py 中的 201行 model = self.train() 引起的问题

Unfunded#209created byjzsbioinfo

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neg sampling algorithm

Unfunded#205created byData-Designer

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index out of range error when I use trained model to predict on another data set

Unfunded#95created byBonnieliuliu

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AutoInt implementation is tottaly different from the paper.

Unfunded#107created bydiff7

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model save issue

Unfunded#106created byaichenbaby

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AFM的bias没有初始化，导致实验结果不同。

Unfunded#105created byXstephen

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torch 版本使用问题

Unfunded#104created byMandule

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想请教一下怎么调用GPU

Unfunded#103created byrobinren03

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Example error run_classification_criteo.py

Unfunded#102created byxinyu009

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想请教一下，训练完模型之后想实时预测，输入数据怎么处理呀

Unfunded#101created bymana58

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Categorical Columns Handling + Few specific questions

Unfunded#99created byDaniel8hen

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deepctr_torch(version 0.2.1) din can't support pytorch at version 1.5.0 above

Unfunded#98created byLanxueyun

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KeyError: "attribute 'update' already exists"

Unfunded#97created byBiaocsu

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Is there any plan to add more models?

Unfunded#96created bycycyyy

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如果训练数据太大，直接读取csv文件，压根内存放不下，不知道这些代码如何分批次读取文件的？

Unfunded#108created byDaiJitao

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if mengshen can share the data all in a link?, this data now is too small ,thanks!!

Unfunded#94created byliheyong

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alpha should be wrappered with Parameter in Dice

Unfunded#93created byhzlawliet

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one of the variables needed for gradient computation has been modified by an inplace operation: [torch.cuda.FloatTensor [6725, 1]] is at version 2; expected version 1 instead. Hint: enable anomaly detection to find the operation that failed to compute its gradient, with torch.autograd.set_detect_anomaly(True)

Unfunded#90created byzhangsuzerain

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关于BaseModel类的fit方法的疑问

Unfunded#89created byLUziyee

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RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation

Unfunded#88created byLSC527

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Linear model weight parameters (CUDA) are not included in state_dict()

Unfunded#87created bySHAWNandSHIRLEY

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InteractingLayer的softmax dim = 1 是不是错了感觉应该等于3

Unfunded#63created byInkdyeHuang

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Pytest for AFM model is not stable

Unfunded#82created byZhangYuef

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请问还是不是不支持变长序列跟sparse features共享emb？

Unfunded#59created bymarkeloff

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when prediction value is very small, metric logloss calculate error

Unfunded#55created bydyywinner

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test

Unfunded#132created byshenweichen

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torch.load can not use cpu

Unfunded#150created bySCAUapc

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din相关疑惑

Unfunded#149created byOhikuy

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ValueError: please add max length column for VarLenSparseFeat of DIN/DIEN input

Unfunded#146created byGavince

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如何在cpu环境加载GPU训练的模型参数

Unfunded#145created byLuckyDoggy

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RuntimeError when running the DeepFM example

Unfunded#138created byPoisson-SHAN

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30 series GPU problem， nightly

Unfunded#137created byLeeTsinghua

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报错RuntimeError: cublas runtime error : library not initialized at ..\aten\src\THC\THCGeneral.cpp:216

Unfunded#135created bywushupei1997

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Why enable retain_graph in backward?

Unfunded#69created byhuangbiubiu

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更新0.2.3后import deepctr_torch出现"ImportError: DLL load failed: 找不到指定的模块。"错误

Unfunded#134created bywushupei1997

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如果我想实现多分类，应该在哪里进行改动呢

Unfunded#133created bywushupei1997

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Planning to add DIN and DIEN in Torch?

Unfunded#77created byCurlykonda

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A question about the AUC reduction after the version update

Unfunded#131created byArnoldGaius

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Pytorch 1.7.0 RuntimeError

Unfunded#130created byArexh

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DCN-M的tf版本近期会更新吗

Unfunded#129created bycurrywu123

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Unfunded#60created byJasinlikeEatingOrange

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din模型问题

Unfunded#128created bylangzhining

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为什么运行会无端卡住

Unfunded#66created bylinzihan-backforward

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导入包时，有时会有警告

Unfunded#1created byalexdyysp

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suggetion for a new function

Unfunded#58created byjiangxiaoshuaiya

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how to use this repo in multi-class classfication task?

Unfunded#117created byWEIFZH

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deepctr-torch版本怎么early_stopping呢？

Unfunded#114created bywushupei1997

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Recent activities

shenweichen added the repository

almost 6 years ago

DeepCTR-Torch

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