Is there a way to use a function (probably needing a forward and reverse transform) to create a custom axis scale in Chart.js?
I'm looking for something similar to what is possible in matplotlib.
I know it is possible to do a logarithmic scaled axis is Chart.js, but what about a Weibull Scaled Axis or a Normal Scaled Axis?

Custom Axis Scale in Chart.js
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Take a look at https://www.chartjs.org/docs/latest/developers/axes.html. This is the official docs for creating a new axis/scale