I need help with suggestions for impactful visualizations. I can not make countourplots as far as I understand because for that I have to define loss as a function of the parameters. Please suggest some interesting plots.
You can use a "Parallel Coordinates" plot, in which
- A model is represented by a line
- Model performance is highlighted in colour
- Model hyper-parameters are presented in axes along with their respective values.
I attach below an example which you can generate either using Tensorboard or tools like Weights & Biases.
Hope this helps, good luck!