Vincent Blot comments

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                                            Vincent Blot

Create a Split Conformal API that operates directly on labels, predictions arrays.

Hi @RudrakshTuwani, This implementation needs quite a huge refactoring to our code. As a simple solution, you could use this wrapper : ```python class FakeModel: def __init__(self): self.pred_proba = None...

[ENHANCEMENT] Multi-output regression

Hi @sdestercke and @M-Soundouss, do you have any news about this issue ?

Bayesian Optimization Capabilities

As this issue has no activities, I close it. Feel free to re-open it

Does MAPIE Regressor support categorical variables?

Hi @valeman, could you provide some code so that we can see the error ?

Does MAPIE Regressor support categorical variables?

Thanks, I think I would need more details (for instance, what is you sd_estimator ?). Could you give a reproducible example so I can run it ?

Automated estimation of number resamplings given the size of the train data

Hi @ivan-marroquin, thank you for your issue. Indeed, automatically estimated the number of resampling is a good idea. Do you have a theoretical formula to do it ? If so...

MapieQuantileRegressor with prefit model from Keras/Tensorflow

Hello @manjavacas, indeed, at the end of the day, the better your model, the better your prediction intervals. However, you should keep in mind that conformal predictions estimate the uncertainty...