WIP: ENH: Basic implementation of SGD#69

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stsievert wants to merge 5 commits intodask:mainfrom

stsievert:sgd-impl

Commits on Mar 18, 2018

ENH: Basic implementation of SGD
Scott Sievert
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Commits on Mar 22, 2018

ENH: clean up SGD implementation
Scott Sievert
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Commits on Mar 27, 2018

MAINT: allow user to pass n in kwargs and warn
stsievert
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MAINT: choose random batch. These are some strong assumptions on shuffling...
stsievert
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Commits on Jul 27, 2018

MAINT: rework
stsievert
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