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v0.8.3
- add DCN-M(DCN V2) and DCN-Mix model
- add transform_fn for DenseFeat
- simplify methods in `interaction.py`
- change output shape of BilinearInteraction used in FiBiNET
- update docs and test files
v 0.8.0
- Support `Tensorflow Estimator` for large scale data and distributed training.
- Support different initializers for different embedding weights by settting `embeddings_initializer` of `SparseFeat`
- Support using pretrained weights to initialize embedding weights and frozen embedding weights.
- Add new model `FwFM`
- API changes
fix some bugs (shenweichen#185)
- fix bug in `get_varlen_pooling_list`
- fix bug in `SequencePoolingLayer` when `mode='max'`
- Add alias `ONN` for model `NFFM`
v0.7.1
* Simplify `VarLenSparseFeat`, support setting weight_normalization.
* Fix problem of embedding size of `SparseFeat` in `linear_feature_columns`.
refactor feature columns
refactor feature columns
- different features can use different `embedding_dim`
- group-wise interaction is available by setting `group_name`