Early stopping - #21

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jaberg wants to merge 18 commits into

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jaberg:early_stopping

Commits on Jan 31, 2012

wip
jaberg
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ce0f064
writing early stopping better and with tests
jaberg
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dcb1a11
better docstring for binary_fit
jaberg
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2e90505
NaiveBinaryASGD assert labels in +-1
jaberg
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0db2514

Commits on Feb 4, 2012

early stopping tolerance in terms of abs and rel tolerance
jaberg
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2142727
improvements to binary_fit
jaberg
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4de0d6c

Commits on Feb 24, 2012

adding logger to binary_fit
jaberg
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a56823e
disallow learning rate smaller than 1e-7
jaberg
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dd5d2b9

Commits on Feb 29, 2012

different line search technique for auto step size
jaberg
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ddf0560
added perfect-fit convergence condition
jaberg
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4720028
gitignore
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73db426
bug in position of new assert
jaberg
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cf54011

Commits on Mar 19, 2012

adding NaiveRankASGD
jaberg
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6c5b848

Commits on Mar 20, 2012

adding SparseUpdateASGD
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23a8597
adding linsvm
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0cc4515
comment for linsvm
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cd9da18
adding LinearSVM to toplevel
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104bccf

Commits on Mar 22, 2012

fixing tests and changing early_stop minimization method
jaberg
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c1e0a3a