Difference between revisions of "Algorithms"

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* [http://aiyprojects.withgoogle.com/models/ Machine learning models for AIY kits | AIY]
 
* [http://aiyprojects.withgoogle.com/models/ Machine learning models for AIY kits | AIY]
 
* [[Monte Carlo (MC) Method]]
 
* [[Monte Carlo (MC) Method]]
 +
* [[Architecture]]
  
  
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<youtube>WSbgixdC9g8</youtube>
 
<youtube>WSbgixdC9g8</youtube>
  
 
== 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
 
  
 
== Neural Networks ==
 
== Neural Networks ==

Revision as of 11:37, 26 April 2019