82efc6f939e274545910a0a8b675348255631299,deepctr/layers.py,MLP,call,#MLP#Any#,288
Before Change
//deep_input = Dropout(1 - self.keep_prob)(deep_input)
for l in range(len(self.hidden_size)):
fc = Dense(self.hidden_size[l], activation=None, \
kernel_initializer=glorot_normal(seed=self.seed), \
kernel_regularizer=l2(self.l2_reg))(deep_input)
if self.use_bn:
fc = BatchNormalization()(fc)
if isinstance(self.activation,str):
After Change
deep_input = inputs
for i in range(len(self.hidden_size)):
fc = tf.nn.bias_add(tf.tensordot(deep_input,self.kernels[i],axes=(-1,0)),self.bias[i] )
//fc = Dense(self.hidden_size[i], activation=None, \
// kernel_initializer=glorot_normal(seed=self.seed), \
// kernel_regularizer=l2(self.l2_reg))(deep_input)
In pattern: SUPERPATTERN
Frequency: 3
Non-data size: 3
Instances Project Name: shenweichen/DeepCTR
Commit Name: 82efc6f939e274545910a0a8b675348255631299
Time: 2018-12-07
Author: last.fantasy@qq.com
File Name: deepctr/layers.py
Class Name: MLP
Method Name: call
Project Name: shenweichen/DeepCTR
Commit Name: b787cdf9d9d1c7f500f91ccdeb87aa6d7725ae14
Time: 2019-05-18
Author: wcshen1994@163.com
File Name: deepctr/layers/interaction.py
Class Name: FGCNNLayer
Method Name: call
Project Name: shenweichen/DeepCTR
Commit Name: 8182ea386e6529a1a2294d8e2d33fc040d0cbfb2
Time: 2019-07-21
Author: wcshen1994@163.com
File Name: deepctr/inputs.py
Class Name:
Method Name: get_linear_logit