HistoryΒΆ
- 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
.
- Support
- 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
inlinear_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 settinggroup_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
andDynamicGRU
. - 08/02/2019 : v0.6.0 released.Now DeepCTR is compatible with tensorflow
1.14
and2.0.0
. - 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
andTransformer
. - 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 for1.7
and1.8
. - 11/29/2018 : v0.1.4 released.Add FAQ in docs
- 11/24/2018 : DeepCTR first version v0.1.0 is released on PyPi