HistoryΒΆ

  • 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