v0.4.0

Change Log

Major Features and Improvements

• Previous versions of the code require a little modification to work properly
• Support feature hashing on the fly in training and inference process example
• Add python2.7 support
• Refactor methods in input_embedding.py
• Refactor layers and models

API changes

• deepctr.utils.SingleFeatand deepctr.utisl.VarlenFeat add new arguments to support feature hashing
• deepctr.core.MLP to deepctr.core.DNN
• arguments of all models and layers changes

v0.3.4	v0.4.0
l2_reg_deep	l2_reg_dnn
activation	dnn_activation
keep_prob	dnn_dropout
hidden_size	dnn_hidden_units
use_bn	dnn_use_bn
final_activation	task