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Early stopping#21

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jaberg wants to merge 18 commits intonpinto:masternpinto/asgd:masterfrom jaberg:early_stoppingjaberg/asgd:early_stoppingCopy head branch name to clipboard

+739-197

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Commits on Jan 31, 2012

• wip

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  ce0f064

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• writing early stopping better and with tests

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  dcb1a11

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• better docstring for binary_fit

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• NaiveBinaryASGD assert labels in +-1

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Commits on Feb 4, 2012

• early stopping tolerance in terms of abs and rel tolerance

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• improvements to binary_fit

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Commits on Feb 24, 2012

• adding logger to binary_fit

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• disallow learning rate smaller than 1e-7

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Commits on Feb 29, 2012

• different line search technique for auto step size

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• added perfect-fit convergence condition

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• gitignore

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  73db426

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• bug in position of new assert

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Commits on Mar 19, 2012

• adding NaiveRankASGD

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Commits on Mar 20, 2012

• adding SparseUpdateASGD

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  23a8597

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• adding linsvm

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  0cc4515

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• comment for linsvm

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• adding LinearSVM to toplevel

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  104bccf

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Commits on Mar 22, 2012

• fixing tests and changing early_stop minimization method

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