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Fixes #891. Credit goes to @amueller since he did all the important work in #892

What does this PR implement/fix? Explain your changes.

Changes the way that numerical features are stored. Numerical features that range from 0 to 255 are now stored as uint8, which reduces the storage space required as well as storing and loading times.

How should this PR be tested?

With the added unit test and with the updated old ones.

@PGijsbers
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To be clear; this PR supersedes #892 (I imagine because it's easier than dealing with merge conflicts)?

@ArlindKadra
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To be clear; this PR supersedes #892 (I imagine because it's easier than dealing with merge conflicts)?

@PGijsbers yes exactly, the last commit was nearly 1 year ago.

@mfeurer mfeurer merged commit 6afc880 into develop Oct 29, 2020
@mfeurer mfeurer deleted the fix#891 branch October 29, 2020 18:04
@joaquinvanschoren
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@all-contributors please add @ArlindKadra for code

@allcontributors
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@joaquinvanschoren

I've put up a pull request to add @ArlindKadra! 🎉

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pickle for SVHN bigger than arff file

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