Commit 4808f380 authored by Florian RICHOUX's avatar Florian RICHOUX

Merge branch 'develop' of gitlab.univ-nantes.fr:richoux-f/DeepPPI into develop


Former-commit-id: e7d2d854
parents 2749e0fe 5b2f1fef
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
protein1 (InputLayer) (None, None, 20) 0
__________________________________________________________________________________________________
protein2 (InputLayer) (None, None, 20) 0
__________________________________________________________________________________________________
conv1d_1 (Conv1D) (None, None, 5) 2005 protein1[0][0]
protein2[0][0]
__________________________________________________________________________________________________
max_pooling1d_1 (MaxPooling1D) (None, None, 5) 0 conv1d_1[0][0]
conv1d_1[1][0]
__________________________________________________________________________________________________
batch_normalization_1 (BatchNor (None, None, 5) 20 max_pooling1d_1[0][0]
max_pooling1d_1[1][0]
__________________________________________________________________________________________________
conv1d_2 (Conv1D) (None, None, 5) 505 batch_normalization_1[0][0]
batch_normalization_1[1][0]
__________________________________________________________________________________________________
max_pooling1d_2 (MaxPooling1D) (None, None, 5) 0 conv1d_2[0][0]
conv1d_2[1][0]
__________________________________________________________________________________________________
batch_normalization_2 (BatchNor (None, None, 5) 20 max_pooling1d_2[0][0]
max_pooling1d_2[1][0]
__________________________________________________________________________________________________
lstm_1 (LSTM) (None, 32) 4864 batch_normalization_2[0][0]
batch_normalization_2[1][0]
__________________________________________________________________________________________________
concatenate_1 (Concatenate) (None, 64) 0 lstm_1[0][0]
lstm_1[1][0]
__________________________________________________________________________________________________
dense_1 (Dense) (None, 25) 1625 concatenate_1[0][0]
__________________________________________________________________________________________________
batch_normalization_3 (BatchNor (None, 25) 100 dense_1[0][0]
__________________________________________________________________________________________________
dense_2 (Dense) (None, 1) 26 batch_normalization_3[0][0]
__________________________________________________________________________________________________
activation_1 (Activation) (None, 1) 0 dense_2[0][0]
==================================================================================================
Total params: 9,165
Trainable params: 9,095
Non-trainable params: 70
__________________________________________________________________________________________________
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