Modelleri özetleme ve görselleştirme

Keras ile İleri Seviye Deep Learning

Zach Deane Mayer

Data Scientist

Model özetini anlama

Model: "model"
__________________________________________________________________________________________________
 Layer (type)                   Output Shape         Param #     Connected to                     
==================================================================================================
 input_1 (InputLayer)           [(None, 1)]          0           []                               

 input_3 (InputLayer)           [(None, 1)]          0           []                               

 input_3 (InputLayer)           [(None, 1)]          0           []                               

 concatenate (Concatenate)      (None, 3)            0           ['input_1[0][0]',                
                                                                  'input_2[0][0]',                
                                                                  'input_3[0][0]']                

 dense (Dense)                  (None, 1)            4           ['concatenate[0][0]']            

==================================================================================================
Total params: 4
Trainable params: 4
Non-trainable params: 0
__________________________________________________________________________________________________



Keras ile İleri Seviye Deep Learning

Model özetini anlama

Model: "model"
__________________________________________________________________________________________________
 Layer (type)                   Output Shape         Param #     Connected to                     
==================================================================================================
 input_1 (InputLayer)           [(None, 1)]          0           []                               

 embedding (Embedding)          (None, 1, 1)         10887       ['input_1[0][0]']                

 flatten (Flatten)              (None, 1)            0           ['embedding[0][0]']              

 input_2 (InputLayer)           [(None, 1)]          0           []                               

 input_3 (InputLayer)           [(None, 1)]          0           []                               

 concatenate (Concatenate)      (None, 3)            0           ['flatten[0][0]',                
                                                                  'input_2[0][0]',                
                                                                  'input_3[0][0]']                

 dense (Dense)                  (None, 1)            4           ['concatenate[0][0]']            

==================================================================================================
Total params: 10,891
Trainable params: 10,891
Non-trainable params: 0
__________________________________________________________________________________________________


Keras ile İleri Seviye Deep Learning

Keras ile İleri Seviye Deep Learning

Model grafiğini anlama!

Keras ile İleri Seviye Deep Learning

Hadi pratik yapalım!

Keras ile İleri Seviye Deep Learning

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