pyod/utils/torch_utility.py
import torch.nn as nn
def get_activation_by_name(name):
activations = {
'relu': nn.ReLU(),
'sigmoid': nn.Sigmoid(),
'tanh': nn.Tanh()
}
if name in activations.keys():
return activations[name]
else:
raise ValueError(name, "is not a valid activation function")