shenweichen/

DeepCTR-Torch

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

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shenweichen added the repository

almost 6 years ago

Issues

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Single-machine multi-GPU execution failed.

Unfunded#309created bylovejike

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请问ctr lable列可以不为0和1，而是0～1之间的值吗？

Unfunded#308created byDavid-Ttao

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SparseFeat什么时候能支持user_hash

Unfunded#307created byRiaehtnipu

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How to ensure the consistency of the index， during training stage and prediction stage?

Unfunded#306created bypaulxu1314

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sklearn dependence out of date when pip install this project

Unfunded#305created byKipkull

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MultiTask models are not handling evaluation metrics correctly

Unfunded#303created bybritojr

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CUDA error: CUBLAS_STATUS_ALLOC_FAILED when calling `cublasCreate(handle)`

Unfunded#302created bytingfengchuixue

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Can't install dependencies

Unfunded#301created bykpeu3i

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Understanding DCN Network

Unfunded#300created bynishank974

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请问有Autodis或者DEER的代码吗

Unfunded#298created byStephenCurry7

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support multiclass and multilabel

Unfunded#297created bykuangfengxyy

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IndexError: index out of range in self

Unfunded#295created byzoey-zy998

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module 'tensorflow.python.distribute.input_lib' has no attribute 'DistributedDatasetInterface'

Unfunded#288created byzhaohaixiangbobo

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MMOE metric的代码有些问题，不适合分类+回归的任务

Unfunded#287created byShuigs18

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Custom Loss Function within xDeepFM API

Unfunded#286created byandyozj

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In the MOE method does expert have to learn and can the frozen model be used as an expert?

Unfunded#285created byHarzva

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How to use models or adjust parameters to reproduce approximate experimental results in a paper?

Unfunded#284created byDragonBoard

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为什么这个项目会依赖tensorflow？

Unfunded#281created byralgond

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How could I get PT file with DCN?

Unfunded#280created byLegendChen-X

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Why manually manage L2 norm multiplication of model parameters ?

Unfunded#279created byzhijiejia

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RuntimeError: Output 0 of UnbindBackward0 is a view and its base or another view of its base has been modified inplace. This view is the output of a function that returns multiple views. Such functions do not allow the output views to be modified inplace. You should replace the inplace operation by an out-of-place one.

Unfunded#278created byzhijiejia

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数据文件 criteo_sample.txt

Unfunded#277created byzhijiejia

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I had this error" RuntimeError: 'lengths' argument should be a 1D CPU int64 tensor", when i try to add LSTM on the top of bert

Unfunded#275created byNada-1234

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How to do hyperparameter tuning with DeepCTR?

Unfunded#274created byCFZhai

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How to use pre training embedding in DIN and other models for pytorch version?

Unfunded#273created byHackXieHao

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How to assign different weights to auxiliary task's loss in the whole loss function - multitask

Unfunded#270created byCFZhai

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训练过程中有一定概率因为label全为0而报错

Unfunded#266created byBarryRun

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Issues installing deeptorch >0.2.2 for M1 macos

Unfunded#265created byjohanneskruse

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IndexError: too many indices for tensor of dimension 1

Unfunded#263created byguo560

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Cannot restore best weights with DeepFM model

Unfunded#262created bycongson1293

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deepFM 多gpu报错

Unfunded#261created byGodeWithWind

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Help

Unfunded#253created byhowheart

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Help

Unfunded#253created byhowheart

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Any way to log the step artifacts ?

Unfunded#252created bygajagajago

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Any way to log the step artifacts ?

Unfunded#252created bygajagajago

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Error when running run_dien.py

Unfunded#249created byerlebach

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Adding sample weight to the fit function

Unfunded#245created byajing

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Adding sample weight to the fit function

Unfunded#245created byajing

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I dont see anywhere 'mask_feat_list' argument in embedding_lookup function.

Unfunded#239created byJeriousman

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Providing real dataset run_dien toy example. DIEN implementation questions.

Unfunded#238created byJeriousman

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Making DIEN dataset

Unfunded#237created byJeriousman

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What is X in forward function of DeepFM?

Unfunded#234created byhojun0705

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How do people actually generate unseen new inference data?

Unfunded#233created byhojun0705

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torch版什么时候出MTL的接口？

Unfunded#229created byjingting9

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pytorch版本是不支持预训练权重嵌入吗

Unfunded#228created byqijunhui

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pytorch版本是不支持预训练权重嵌入吗

Unfunded#228created byqijunhui

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

Unfunded#225created byqijunhui

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复现精度：请问该项目中的算法复现，在原论文数据集上是否达到原论文中的精度？

Unfunded#218created bysimuler

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Issue with predict function from a saved model

Unfunded#217created bySoulEvill

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当样本不均衡的时候，如何修改底层的loss函数呢？以deepfm为例

Unfunded#212created bysherlock1987

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当样本不均衡的时候，如何修改底层的loss函数呢？以deepfm为例

Unfunded#212created bysherlock1987

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How to use pre training embedding in DIN and other models?

Unfunded#211created byYukeyy

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How to use pre training embedding in DIN and other models?

Unfunded#211created byYukeyy

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

Unfunded#210created byMaster-PLC

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Break Computational Graph When Needed

Unfunded#208created byapdullahyayik

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Planning to add DHAN - Deep Interest with Hierarchical Attention Network

Unfunded#207created byalibugra

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DIEN Model: ValueError: not enough values to unpack (expected 2, got 1)

Unfunded#206created bybtrgth

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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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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 bySamaritan-Infi

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训练 DIN 的时候, loss 一直是负的

Unfunded#191created byEcho0117

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[REQUEST] Addition of BST to DeepCTR-Torch

Unfunded#178created bymarkustoivonen

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Addition of BST to DeepCTR-Torch

Unfunded#178created bymarkustoivonen

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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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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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感觉CrossNet有问题

Unfunded#151created byTQCAI

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torch.load can not use cpu

Unfunded#150created bySCAUapc

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请问DIN模型中hist_igender如果是multi-value应该怎么处理呢？

Unfunded#148created byWaydrow

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希望model.fit中train和val的metric可以单独设置

Unfunded#147created byQuanYuhan

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更新0.2.3后import deepctr_torch出现

Unfunded#134created bywushupei1997

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a question about whether self.feature_index is in CPU or GPU

Unfunded#92created bytianpunchh

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How to export DeepCTR model to onnx ?

Unfunded#83created bybatrlatom

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Planning to add DIN and DIEN in Torch?

Unfunded#77created byCurlykonda

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Recent activities

shenweichen added the repository

almost 6 years ago

DeepCTR-Torch

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