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Regression Tutorial crashes #130

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Qfl3x opened this issue Nov 21, 2024 · 3 comments
Open

Regression Tutorial crashes #130

Qfl3x opened this issue Nov 21, 2024 · 3 comments
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@Qfl3x
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Qfl3x commented Nov 21, 2024

The regression tutorial: https://www.taija.org/ConformalPrediction.jl/stable/tutorials/regression/ is crashing at

    conf_model = conformal_model(pipe; method=_mod, coverage=0.95)

with error:

ERROR: MethodError: no method matching ConformalPrediction.ConformalQuantileRegressor(::MLJBase.DeterministicPipeline{…}, ::Float64, ::Nothing, ::ConformalPrediction.var"#f#25", ::Float64)
The type `ConformalPrediction.ConformalQuantileRegressor` exists, but no method is defined for this combination of argument types when trying to construct it.
@Qfl3x
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Qfl3x commented Nov 21, 2024

It also seems that plotting crashes for the README tutorial.

@pat-alt pat-alt added the bug Something isn't working label Nov 21, 2024
@pat-alt
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pat-alt commented Nov 21, 2024

Thanks for flagging @Qfl3x. I'm currently caught up in research so won't get to this anytime soon I'm afraid.

@MojiFarmanbar just FYI as well, seems like the ConformalQuantileRegressor cannot handle Pipeliness for some reason.

It also seems that plotting crashes for the README tutorial.

Regarding this @Qfl3x could you post the error you get? Plotting functionality has been moved to TaijaPlotting.jl, so you need to also run using TaijaPlotting for this to work (see here in the Quarto notebook that's used to produce the README). That first code cell should probably be shown in the README to avoid confusion, I'll open a separate issue for that.

@MojiFarmanbar
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@Qfl3x , thanks for reporting this issue. I will pick it up soon.

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