Difference between revisions of "Algorithms"
m (BPeat moved page About... to About Models... without leaving a redirect) |
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| + | 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 | ||
| + | |||
* [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://cdn-images-1.medium.com/max/2000/1*gccuMDV8fXjcvz1RSk4kgQ.png | ||
Revision as of 20:57, 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
