Difference between revisions of "Algorithms"
| Line 6: | Line 6: | ||
<youtube>ggIk08PNcBo</youtube> | <youtube>ggIk08PNcBo</youtube> | ||
| − | <youtube> | + | <youtube>nl_4WFHQ4LU</youtube> |
Architecture: | Architecture: | ||
Revision as of 06:57, 30 May 2018
- A guide to machine learning algorithms and their applications
- Outline of machine learning | Wikipedia
- How to choose algorithms for Microsoft Azure Machine Learning | Microsoft
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
