Difference between revisions of "Algorithms"

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== Zoo ==
 
== Zoo ==
 
* [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen]
 
* [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen]
http://cdn-images-1.medium.com/max/2000/1*gccuMDV8fXjcvz1RSk4kgQ.png
+
http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkcells.png
 +
http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkgraphs.png
 +
http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png

Revision as of 21:07, 13 May 2018

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

Zoo

neuralnetworkcells.png neuralnetworkgraphs.png neuralnetworks.png