Draft implementation of non-parametric quantile methods (RF, Extra Trees and Nearest Neighbors)#19754

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jasperroebroek wants to merge 17 commits intoscikit-learn:mainfrom

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Commits on Mar 16, 2021

Draft quantile regression forest implementation

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Commits on Mar 23, 2021

Proper weighted_quantile function with axis parameter

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Tests for weighted_quantile

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QRF random sampling based on random state of tree and updated testing

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Quantile KNN regressor

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Partial dependence accepting quantile keyword

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Commits on Mar 29, 2021

Updated weighted_quantile function, which now mimics numpy for all parameters

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Commits on Apr 2, 2021

last updated weighted_quantiles

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First steps cythonisation

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Commits on Apr 6, 2021

Cython parallel predict for _DefaultForestQuantileRegressor

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Commits on Apr 21, 2021

Commits on Apr 27, 2021

Commits on Jul 2, 2021

Commits on Jul 24, 2021

Bug fig: last inconsistencies of types in windows
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