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[MRG+1] QuantileTransformer#8363

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GaelVaroquaux merged 107 commits intoscikit-learn:masterscikit-learn/scikit-learn:masterfrom

glemaitre:quantile_scalerglemaitre/scikit-learn:quantile_scalerCopy head branch name to clipboard

Jun 9, 2017

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Commits on Apr 8, 2017

• resurrect quantile scaler

  

  turian

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  Guillaume Lemaitre

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• move the code in the pre-processing module

  

  Guillaume Lemaitre

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• first draft

  

  Guillaume Lemaitre

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• Add tests.

  

  tguillemot

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  Guillaume Lemaitre

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• Fix bug in QuantileNormalizer.

  

  tguillemot

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  Guillaume Lemaitre

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• Add quantile_normalizer.

  

  tguillemot

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  Guillaume Lemaitre

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• Implement pickling

  

  Guillaume Lemaitre

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• create a specific function for dense transform

  

  Guillaume Lemaitre

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• Create a fit function for the dense case

  

  Guillaume Lemaitre

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• Create a toy examples

  

  Guillaume Lemaitre

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• First draft with sparse matrices

  

  Guillaume Lemaitre

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• remove useless functions and non-negative sparse compatibility

  

  Guillaume Lemaitre

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• fix slice call

  

  Guillaume Lemaitre

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• Fix tests of QuantileNormalizer.

  

  tguillemot

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  Guillaume Lemaitre

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• Fix estimator compatibility

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  Guillaume Lemaitre

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• fix doc

  

  Guillaume Lemaitre

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• Add negative ValueError tests for QuantileNormalizer.

  

  tguillemot

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  Guillaume Lemaitre

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• Fix cosmetics

  

  Guillaume Lemaitre

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• Fix compatibility numpy <= 1.8

  

  Guillaume Lemaitre

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• Add n_features tests and correct ValueError.

  

  tguillemot

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  Guillaume Lemaitre

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• PEP8

  

  Guillaume Lemaitre

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• fix fill_value for early scipy compatibility

  

  Guillaume Lemaitre

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• simplify sampling

  

  Guillaume Lemaitre

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• Fix tests.

  

  tguillemot

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  Guillaume Lemaitre

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• removing last pring

  

  Guillaume Lemaitre

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• Change choice for permutation

  

  Guillaume Lemaitre

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• cosmetics

  

  Guillaume Lemaitre

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• fix remove remaining choice

  

  Guillaume Lemaitre

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• DOC

  

  Guillaume Lemaitre

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• Fix inconsistencies

  

  Guillaume Lemaitre

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• pep8

  

  Guillaume Lemaitre

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• Add checker for init parameters.

  

  tguillemot

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  Guillaume Lemaitre

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• hack bounds and make a test

  

  Guillaume Lemaitre

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• FIX/TST bounds are provided by the fitting and not X at transform

  

  Guillaume Lemaitre

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• PEP8

  

  Guillaume Lemaitre

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• FIX/TST axis should be <= 1

  

  Guillaume Lemaitre

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• PEP8

  

  Guillaume Lemaitre

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• ENH Add parameter ignore_implicit_zeros

  

  Guillaume Lemaitre

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• ENH match output distribution

  

  Guillaume Lemaitre

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• ENH clip the data to avoid infinity due to output PDF

  

  Guillaume Lemaitre

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• FIX ENH restraint to uniform and norm

  

  Guillaume Lemaitre

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• [MRG] ENH Add example comparing the distribution of all scaling preprocessor (#2)

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  raghavrv

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  Guillaume Lemaitre

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• TST Validity of output_pdf

  

  Guillaume Lemaitre

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• EXA Use OrderedDict; Make it easier to add more transformations

  

  raghavrv

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  Guillaume Lemaitre

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• FIX PEP8 and replace scipy.stats by str in example

  

  Guillaume Lemaitre

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• FIX remove useless import

  

  Guillaume Lemaitre

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• COSMET change variable names

  

  Guillaume Lemaitre

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• FIX change output_pdf occurence to output_distribution

  

  Guillaume Lemaitre

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• FIX partial fixies from comments

  

  Guillaume Lemaitre

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• COMIT change class name and code structure

  

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• COSMIT change direction to inverse

  

  Guillaume Lemaitre

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• FIX factorize transform in _transform_col

  

  Guillaume Lemaitre

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• PEP8

  

  Guillaume Lemaitre

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• FIX change the magic 10

  

  Guillaume Lemaitre

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• FIX add interp1d to fixes

  

  Guillaume Lemaitre

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• FIX/TST allow negative entries when ignore_implicit_zeros is True

  

  Guillaume Lemaitre

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• FIX use np.interp instead of sp.interpolate.interp1d

  

  Guillaume Lemaitre

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• FIX/TST fix tests

  

  Guillaume Lemaitre

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• DOC start checking doc

  

  Guillaume Lemaitre

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• TST add test to check the behaviour of interp numpy

  

  Guillaume Lemaitre

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• TST/EHN Add the possibility to add noise to compute quantile

  

  Guillaume Lemaitre

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• FIX factorize quantile computation

  

  Guillaume Lemaitre

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• FIX fixes issues

  

  Guillaume Lemaitre

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• PEP8

  

  Guillaume Lemaitre

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• FIX/DOC correct doc

  

  Guillaume Lemaitre

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• TST/DOC improve doc and add random state

  

  Guillaume Lemaitre

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• EXA add examples to illustrate the use of smoothing_noise

  

  Guillaume Lemaitre

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• FIX/DOC fix some grammar

  

  Guillaume Lemaitre

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• DOC fix example

  

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• DOC/EXA make plot titles more succint

  

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• EXA improve explanation

  

  Guillaume Lemaitre

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• EXA improve the docstring

  

  Guillaume Lemaitre

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• DOC add a bit more documentation

  

  Guillaume Lemaitre

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• FIX advance review

  

  Guillaume Lemaitre

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• TST add subsampling test

  

  Guillaume Lemaitre

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• DOC/TST better example for the docstring

  

  Guillaume Lemaitre

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• DOC add ellipsis to docstring

  

  Guillaume Lemaitre

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• FIX address olivier comments

  

  Guillaume Lemaitre

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• FIX remove random_state in sparse.rand

  

  Guillaume Lemaitre

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• FIX spelling doc

  

  Guillaume Lemaitre

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Commits on Apr 11, 2017

• FIX cite example in user guide and docstring

  

  Guillaume Lemaitre

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Commits on Apr 12, 2017

• FIX olivier comments

  

  Guillaume Lemaitre

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Commits on Apr 13, 2017

• EHN improve the example comparing all the pre-processing methods

  

  Guillaume Lemaitre

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• FIX/DOC remove title

  

  Guillaume Lemaitre

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• FIX change the scaling of the figure

  

  Guillaume Lemaitre

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Commits on Apr 19, 2017

• FIX plotting layout

  

  Guillaume Lemaitre

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• FIX ratio w/h

  

  Guillaume Lemaitre

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• Reorder and reword the plot_all_scaling example

  ogrisel

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Commits on Apr 20, 2017

• Fix aspect ratio and better explanations in the plot_all_scaling.py example

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• Fix broken link and remove useless sentence

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• FIX fix couples of spelling

  

  Guillaume Lemaitre

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Commits on Apr 23, 2017

• FIX comments joel

  glemaitre

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• FIX/DOC address documentation comments

  glemaitre

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Commits on May 7, 2017

• FIX address comments joel

  glemaitre

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• FIX inline sparse and dense transform

  glemaitre

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• PEP8

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• TST/DOC temporary skipping test

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Commits on May 16, 2017

• FIX raise an error if n_quantiles > subsample

  glemaitre

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Commits on Jun 6, 2017

• FIX wording in smoothing_noise example

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Commits on Jun 7, 2017

• EXA Denis comments

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• FIX rephrasing

  glemaitre

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• FIX make smoothing_noise to be a boolearn and change doc

  glemaitre

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• Merge remote-tracking branch 'origin/master' into quantile_scaler

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• FIX address comments

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• FIX verbose the doc slightly more

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Commits on Jun 8, 2017

• PEP8/DOC

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Commits on Jun 9, 2017

• ENH: 2-ways interpolation to avoid smoothing_noise

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