- echoAI # main package directory
| - Activation # sub-package containing activation functions implementation
| |- Torch  # sub-package containing implementation for PyTorch
| | | - functional.py # script which contains implementation of activation functions
| | | - weightedTanh.py # activation functions wrapper class for PyTorch
| | | - ... # PyTorch activation functions wrappers
| |- Keras  # sub-package containing implementation for Keras
| | | - custom_activations.py # script which contains implementation of activation functions
| - __init__.py

- Observations # Folder containing other assets

- docs # Sphinx documentation folder

- LICENSE # license file
- README.md
- setup.py # package setup file
- Smoke_tests # folder, which contains scripts with demonstration of activation functions usage
- Unit_tests # folder, which contains unit test scripts

# import PyTorch
import torch

# import activation function from echoAI
from echoAI.Activation.Torch.mish import Mish

# apply activation function
mish = Mish()
t = torch.tensor(0.1)
t_mish = mish(t)