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The _plot_response_curve_fit function in the MMM class can rely on the sample_curve method of the SaturationTransformation class.
From there, the quantiles can all be calculated at once instead of by channel. The current limitation of the sample_curve is that all of the
x values are in their scaled form, so the channel loop would have to scale back the x values to their original form.
The
_plot_response_curve_fit
function in theMMM
class can rely on thesample_curve
method of theSaturationTransformation
class.From there, the quantiles can all be calculated at once instead of by channel. The current limitation of the sample_curve is that all of the
x values are in their scaled form, so the channel loop would have to scale back the x values to their original form.
pymc-marketing/pymc_marketing/mmm/mmm.py
Lines 1669 to 1678 in f70db33
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