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Add plot_interval_forecasts function #39

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topher-lo opened this issue Sep 22, 2023 · 3 comments
Open

Add plot_interval_forecasts function #39

topher-lo opened this issue Sep 22, 2023 · 3 comments
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enhancement New feature or request good first issue Good for newcomers
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@topher-lo
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topher-lo commented Sep 22, 2023

Rationale

We currently have plot_forecasts function in functime.plotting. However, we also support probablistic forecasts (see forecaster.conformalize. We need to do a better job promoting this functionality. The best way is through a chart!

Prior Art

Let's just use this code example from https://plotly.com/python/continuous-error-bars/

Challanges

Plotting multiple forecasts at once. To do this, just reuse the multi-plot code from the other plotting functions.

@topher-lo topher-lo changed the title Add plot_prediction_intervals function Add plot_interval_forecasts function Sep 24, 2023
@topher-lo topher-lo added enhancement New feature or request good first issue Good for newcomers labels Sep 24, 2023
@baggiponte
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Would love to work on this! How would you like to implement this? The way I see it is a separate function à la plot_intervals, rather than an argument for plot_forecasts. What do you think?

@topher-lo
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I agreed. Separate function will be clearer 👍

@baggiponte baggiponte self-assigned this Oct 15, 2023
@baggiponte baggiponte added this to the 0.10 milestone Dec 5, 2023
@baggiponte
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Adding this to the milestone of 0.10, hope we can ship it with that :) Hopefully will have time to work on this in the upcoming days.

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Labels
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