Missing random state in Quantile Regression

[gmartinonQM]

I am trying to get reproducible results with MapieQuantileRegressor with the "split" method. Unfortunately :

TypeError: MapieQuantileRegressor.__init__() got an unexpected keyword argument 'random_state'

Whereas the attribute random_state is indeed used in the code of MapieQuantileRegressor, but always with the default value None. (

MAPIE/mapie/regression/quantile_regression.py

Line 391 in 2681b82

random_state=random_state,

)

Could you please add the random_state in the constructor of MapieQuantileRegressor ?

[LacombeLouis]

Hi @gmartinonQM, thank you for this information.
If you want replicable results for the moment, I would suggest using the random_state in the .fit method. However, this is indeed something we should change to have it in the .__init__() of the method.
Thank you!