HistoryΒΆ

  • 04/16/2026 : v0.9.4 released.Support higher tensorflow version.

  • 11/10/2022 : v0.9.3 released.Add EDCN.

  • 10/15/2022 : v0.9.2 released.Support python 3.9,3.10.

  • 06/11/2022 : v0.9.1 released.Improve compatibility with tensorflow 2.x.

  • 09/03/2021 : v0.9.0 released.Add multitask learning models:SharedBottom,ESMM,MMOE and PLE. running example

  • 07/18/2021 : v0.8.7 released.Support pre-defined key-value vocabulary in Hash Layer. example

  • 06/14/2021 : v0.8.6 released.Add IFM DIFM, FEFM and DeepFEFM model.

  • 03/13/2021 : v0.8.5 released.Add BST model.

  • 02/12/2021 : v0.8.4 released.Fix bug in DCN-Mix.

  • 01/06/2021 : v0.8.3 released.Add DCN-Mix model.Support transform_fn in DenseFeat.

  • 10/11/2020 : v0.8.2 released.Refactor DNN Layer.

  • 09/12/2020 : v0.8.1 released.Improve the reproducibility & fix some bugs.

  • 06/27/2020 : v0.8.0 released.

    • Support Tensorflow Estimator for large scale data and distributed training. example: Estimator with TFRecord

    • Support different initializers for different embedding weights and loading pretrained embeddings. example

    • Add new model FwFM.

  • 05/17/2020 : v0.7.5 released.Fix numerical instability in LayerNormalization.

  • 03/15/2020 : v0.7.4 released.Add FLEN and FieldWiseBiInteraction.

  • 03/04/2020 : v0.7.3 released.Fix the inconsistency of prediction results when the model is loaded with trained weights.

  • 02/08/2020 : v0.7.2 released.Fix some bugs.

  • 01/28/2020 : v0.7.1 released.Simplify VarLenSparseFeat,support setting weight_normalization.Fix problem of embedding size of SparseFeat in linear_feature_columns.

  • 11/24/2019 : v0.7.0 released.Refactor feature columns.Different features can use different embedding_dim and group-wise interaction is available by setting group_name.

  • 11/06/2019 : v0.6.3 released.Add WeightedSequenceLayer and support weighted sequence feature input.

  • 10/03/2019 : v0.6.2 released.Simplify the input logic.

  • 09/08/2019 : v0.6.1 released.Fix bugs in CCPM and DynamicGRU.

  • 08/02/2019 : v0.6.0 released.Now DeepCTR is compatible with tensorflow 1.14 and 2.0.0.

  • 07/21/2019 : v0.5.2 released.Refactor Linear Layer.

  • 07/10/2019 : v0.5.1 released.Add FiBiNET.

  • 06/30/2019 : v0.5.0 released.Refactor inputs module.

  • 05/19/2019 : v0.4.1 released.Add DSIN.

  • 05/04/2019 : v0.4.0 released.Support feature hashing on the fly and python2.7.

  • 04/27/2019 : v0.3.4 released.Add FGCNN and FGCNNLayer.

  • 04/21/2019 : v0.3.3 released.Add CCPM.

  • 03/30/2019 : v0.3.2 released.Add DIEN and ONN Model.

  • 02/17/2019 : v0.3.1 released.Refactor layers ,add BiLSTM and Transformer.

  • 01/24/2019 : v0.2.3 released.Use a new feature config generation method and fix bugs.

  • 01/01/2019 : v0.2.2 released.Add sequence(multi-value) input support for AFM,AutoInt,DCN,DeepFM,FNN,NFM,PNN,xDeepFM models.

  • 12/27/2018 : v0.2.1 released.Add AutoInt Model.

  • 12/22/2018 : v0.2.0 released.Add xDeepFM and automatic check for new version.

  • 12/19/2018 : v0.1.6 released.Now DeepCTR is compatible with tensorflow from 1.4-1.12 except for 1.7 and 1.8.

  • 11/29/2018 : v0.1.4 released.Add FAQ in docs

  • 11/24/2018 : DeepCTR first version v0.1.0 is released on PyPi