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License: Other
python code for kernel methods
License: Other
Hi,
Thanks a lot for making this HSIC independence test package available!
I have python 3.6.1 on a windows machine. I tried "pip install kerpy" but ended with an error message:
Could not find a version that satisfies the requirement kerpy (from versions:)
no matching distribution found for kerpy
Then, I downloaded the package and noticed that there is not a setup.py file.
What is the best way to install kerpy?
Many thanks,
Ivan
Good morning,
First it was a pleasure to find these package to compute HSIC index. Congratulations, it is an impressive work.
I use python 3.6 on ubuntu16.04 and i had some troubles to install/use kerpy. I solved all the issues.
So here my guide line:
Thank you for this package. Again, it is a very good work.
Best regards.
I tried to reproduce your reported type I error being asymptotically alpha with the simple linear dependencies and using the spectral approach for HSIC.
I changed line 19 to run python ExperimentsHSICSpectral.py 10 --dimX 10 --hypothesis null
over 200 trials.
Shouldn't I expect a type I error of 0.05 for these results? I get a type I error of 0.
The same issue with test power / type II error. Test power becomes 0 when I expected 1 for sample size 100 and dimensions 10.
that should be from independence_testing.HSICTestObject import HSICTestObject
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