| 123456789101112131415161718 |
- # View more python tutorials on my Youtube and Youku channel!!!
- # Youtube video tutorial: https://www.youtube.com/channel/UCdyjiB5H8Pu7aDTNVXTTpcg
- # Youku video tutorial: http://i.youku.com/pythontutorial
- # 7 - Activation function
- """
- The available activation functions in theano can be found in this link:
- http://deeplearning.net/software/theano/library/tensor/nnet/nnet.html
- The activation functions include but not limited to softplus, sigmoid, relu, softmax, elu, tanh...
- For the hidden layer, we could use relu, tanh, softplus...
- For classification problems, we could use sigmoid or softmax for the output layer.
- For regression problems, we could use a linear function for the output layer.
- """
|
