I developed a Dash Julia application for visualizing activation functions in neural networks. You can select multiple activation functions and compare on a line chart. Feel free to review the codes on GitHub and ask me anything.
Please use [-10 to 10] range for Sigmoid, Hyperbolic Tangent and Rectifier(Softplus).
I look forward to your feedback and hope this application is helpful for the community.