Difference between revisions of "Strategy & Tactics"

Revision as of 20:57, 13 May 2018

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 *[http://www.deeplearningpatterns.com/doku.php The Deep Learning AI Playbook | Carlos E. Perez]
 *[http://www.deeplearningbook.org/ Deep Learning | Ian Goodfellow and Yoshua Bengio and Aaron Courville]
-Architecture:
-* Variables type
-* Variable scaling
-* Cost function
-* Type of neural network - CNN, RNN, FFN
-* Number of layers, hidden
-* Type of layers
-** LSTM, Dense, Highway
-** Convolutional
-** Pooling
-* Weight initialization type
-* Number of nodes
-* Type of activation function - linear, Sigmoid, ReLU
-* Dropout rate (or not)
-* Threshold
 <youtube>dfvycjYIMPo</youtube>