Issues

• 请问能否帮忙解决一下，使用DEEPFM会存在内存泄漏的问题

  shenweichen/DeepCTR#545 · Filter by author Menghan-Jia opened on May 30, 2025

• The following Variables were used a Lambda layer's call，BatchNormalization

  shenweichen/DeepCTR#522 · Filter by author chenroundsquare opened on May 4, 2023

• mmoe训练模型，测试集ctr和cvr的auc完全相等。

  question
  shenweichen/DeepCTR#516 · Filter by author chenzk1993 opened on Mar 24, 2023
  1

• Value error when loading saved DIEN model

  shenweichen/DeepCTR#511 · Filter by author jefflao opened on Feb 20, 2023

• EDCN应该每次传入cross_in和初始第0层的cross_in，否则不符合DCN本身数学推导

  question
  shenweichen/DeepCTR#509 · Filter by author TangJiakai opened on Jan 28, 2023
  5

• dropout和batchnorm层已经传了training，outputs._uses_learning_phase = training is not None的作用是什么？

  question
  shenweichen/DeepCTR#506 · Filter by author Daemoonn opened on Dec 13, 2022

• Why Linear layer mode 0 will keep dimension for the sparse feature while mode 2 will not?

  question
  shenweichen/DeepCTR#505 · Filter by author fengyinyang opened on Dec 9, 2022

• How to get multi output for DeepFM?

  question
  shenweichen/DeepCTR#499 · Filter by author jonathonbird opened on Nov 4, 2022
  1

• din模型训练成功并且能保存pb模型但是无法加载训练好的pb模型

  question
  shenweichen/DeepCTR#491 · Filter by author hjl150505 opened on Sep 14, 2022
  2

• ValueError: Could not interpret optimizer identifier: <keras.optimizers.optimizer_v2.adam.Adam object at 0x7fbe77391a00>

  shenweichen/DeepCTR#486 · Filter by author ChildishChange opened on Aug 3, 2022
  4

• deepFM如何选择特征，有没有类似lgbm的特征重要性排序？

  question
  shenweichen/DeepCTR#483 · Filter by author ArtificialZeng opened on Jul 14, 2022
  1

• 请问如何通过extracted embedding vectors (Item 1 embeddings and Item 2 embeddings) Rank Top N recommendations?

  question
  shenweichen/DeepCTR#480 · Filter by author itskeira opened on Jul 12, 2022

• 麻烦请问 SparseFeat中的embeddings_initializer初始化值怎么获取查看呢，另外use_hash后的效果怎么查看呢

  question
  shenweichen/DeepCTR#477 · Filter by author lonngxiang opened on Jul 6, 2022

• 您好，请问支持多分类问题吗？应该如何修改，是否有详细的教程。万分感激。

  question
  shenweichen/DeepCTR#457 · Filter by author sunnyjingdong opened on Apr 20, 2022
  3

• DIEN运行官方案例报错，这是版本问题吗

  shenweichen/DeepCTR#455 · Filter by author lonngxiang opened on Apr 15, 2022

• （很急）运行DeepFM以及往其他模型中添加FM时报错ValueError: Dimension 0 in both shapes must be equal, but are 1 and 64.该如何解决

  question
  shenweichen/DeepCTR#448 · Filter by author Motsen opened on Mar 1, 2022
  4

• Could I ask why run_dien.py does not run on tf2.x?

  question
  shenweichen/DeepCTR#446 · Filter by author YingHH1 opened on Feb 16, 2022
  1

• BST原始模型对attention结果应该是直接拼接的，并没有做sum pool

  help wantedquestionto be solved
  shenweichen/DeepCTR#443 · Filter by author starspringcloud opened on Jan 27, 2022

• regarding New SOTA model Network On Network

  question
  shenweichen/DeepCTR#439 · Filter by author jw0831 opened on Dec 29, 2021
  1

• ESMM特征侧融合问题

  enhancement&feature request
  shenweichen/DeepCTR#438 · Filter by author cswb5511 opened on Dec 21, 2021
  1

• Is there dien estimator?

  question
  shenweichen/DeepCTR#433 · Filter by author universewill opened on Dec 6, 2021

• load model need huge time, more than 30mins , still running

  shenweichen/DeepCTR#430 · Filter by author warmdog opened on Nov 15, 2021
  1

• deeptctr 能查看模型结果各特征重要度吗

  enhancement&feature request
  shenweichen/DeepCTR#420 · Filter by author lonngxiang opened on Oct 13, 2021
  1

• UnboundLocalError: local variable 'e_1' referenced before assignment

  question
  shenweichen/DeepCTR#407 · Filter by author shanengcn opened on Sep 8, 2021
  4

• 有考虑支持动态embedding么

  enhancement&feature requesthelp wanted
  shenweichen/DeepCTR#383 · Filter by author fanlinbo opened on Jun 24, 2021
  1