Difference between revisions of "Strategy & Tactics"
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Revision as of 20:38, 13 May 2018
- Neural Network Zoo | Fjodor Van Veen
- The Deep Learning AI Playbook | Carlos E. Perez
- 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
