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SDML does not work in sandwich example #138

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bellet opened this issue Dec 20, 2018 · 2 comments
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SDML does not work in sandwich example #138

bellet opened this issue Dec 20, 2018 · 2 comments
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@bellet
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bellet commented Dec 20, 2018

Description

SDML does not seem to do anything in the sandwich example from the doc (see figure below). We should make sure it is due to the default hyperparameters (and fix them in the example is that's the case).

sphx_glr_plot_sandwich_001

@bellet bellet added this to the v0.5.0 milestone Dec 20, 2018
@wdevazelhes
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In a previous version of metric-learn, scipy, and numpy, the example seemed to work. For instance, I have this result for theses versions:
Linux-4.4.0-141-generic-x86_64-with-debian-stretch-sid
('Python', '2.7.15 |Anaconda, Inc.| (default, Dec 14 2018, 19:04:19) \n[GCC 7.3.0]')
('NumPy', '1.11.3')
('SciPy', '0.17.1')
('Scikit-Learn', '0.17.1')
metric-learn: from commit ddfac99

figure_1-2

I guess there is some problem coming from new versions of either metric-learn, scikit-learn, scipy or numpy...

@wdevazelhes
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wdevazelhes commented Jan 11, 2019

Probably related to #154

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