Plugin What-If tool: partial dep plot y-range not dynamic

Context:

• TensorBoard master commit 728db3ef3442795a671c80f4a6a76bf1a0914d61

Description:

When using the partial dependence plots in the What-If plugin, the y-axis range of the plots is not dynamic. For example, in my case, the inference score varies from 0.0 to 0.04 (relating to some event probability). However, the y-axis range is fixed to a range of [0.0,1.0], making it very difficult to gauge the feature dependences visually (see below).

I'm talking about https://github.com/tensorflow/tensorboard/blob/7b0cc57c32915a8994c51ee7fc377a57108fea99/tensorboard/plugins/interactive_inference/tf_interactive_inference_dashboard/tf-interactive-inference-dashboard.html#L3495-L3497 specifically. I guess this might not be a bug but intended, however it does not fit a use case where the estimated probabilities are in a subset of [0,1] (e.g., 0-0.04] in my case.