2
votes
Accepted
activation=tf.keras.activations.relu vs activation='relu'
Your results were probably result of the randomness in the training. Both activation=tf.keras.activations.relu and ...
- 23.8k
2
votes
Accepted
Confusion with tensorflow's Sequential Dense Layers
Keras expects the inputs $X$ to be batched, i.e., of shape $B\times D$ in your case (for a feed-forward NN), where $B$ is the batch size (by default is 32, which can be assigned in ...
- 556
2
votes
What may cause the CNN layer weight regularizer to reduce the model accuracy
In general, I stumbled across voices in literature that we shouldn't use dropout with such a big parameter for shallow networks, as it can violate their capabilities.
Example:
Piotrowski, A. P., ...
- 316
1
vote
Accepted
How do I best approach a multiple-target binary classification in Tensorflow/Keras?
The term you would use for that is "multilabel classification".
It is certainly possible to do so in Tensorflow, although I would say it is more frequent to see it in examples of image ...
- 23.8k
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