yisun518 / gaussrank

Preparing continuous features for neural networks with GaussRank

Home Page:http://fastml.com/preparing-continuous-features-for-neural-networks-with-rankgauss/

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GaussRank

Data and results of running Hyperband on kin8nm, two versions: original and transformed with GaussRank. Three, actually: random projections for comparison.

hyperband - some files customized for running Hyperband on kin8nm
kin8nm - data

hyperband_results.txt
hyperband_results_gaussrank.txt
hyperband_results_random_projections.txt

gaussrank.py - implementation of fit_transform()
transform_gaussrank.py - transform kin8nm data with GaussRank
transform_random_projections.py - transform kin8nm data with random projections

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Preparing continuous features for neural networks with GaussRank

http://fastml.com/preparing-continuous-features-for-neural-networks-with-rankgauss/


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