मॉडल का सारांश और प्लॉटिंग

Keras के साथ Advanced Deep Learning

Zach Deane Mayer

Data Scientist

मॉडल सारांश समझना

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 के साथ Advanced Deep Learning

मॉडल सारांश समझना

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 के साथ Advanced Deep Learning

Keras के साथ Advanced Deep Learning

मॉडल प्लॉट समझना

Keras के साथ Advanced Deep Learning

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Keras के साथ Advanced Deep Learning

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