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Commits on Aug 13, 2018

• Merge pull request #16 from jolars/algorithm-vignette

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• Correct spelling in "set"

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• Correct typo

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• Resize readme image

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• Add pkgdown documentation

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• Merge branch 'master' of github.com:jolars/sgdnet into algorithm-vignette

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• Merge pull request #22 from jolars/cross-validation

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• Mention that cv error is only an approximation of true test error

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• Move sparse implementation notes back

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• Move notes about scaling to footnote.

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• Clarify the target domain for sgdnet

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• Specify that it is only an octahedron when there are three coefficients.

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• Fix Defazio 2014 citation, remove abstracts, unabbreviate journal names, remove file field, add doi to friedman2010

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• Add urls to scikit-learn and lightning

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• Don't use automatically twice

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• Correct package name

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• Add a trivial test for cv_sgdnet()

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• Redirect documentation for deviance.cv_sgdnet correctly

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• Drop empty line

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• Test foldid argument in cv_sgdnet()

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• Move dont_print() function to setup.R

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• Link to sgdnet in deviance()

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• Add a rudimentary print.cv_sgdnet() function

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• Fix spelling mistakes.

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Commits on Aug 12, 2018

• extend documentation in cv_sgdnet()

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• Link to predict.cv_sgdnet

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• Fixup return value formatting in cv_sgdnet() and sgdnet()

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• Use lambda and alpha from the actual model

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• Add a vignette for cross-validation

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• Merge branch 'cross-validation' of github.com:jolars/sgdnet into algorithm-vignette

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• mention lattice in COPYRIGHTS

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• Add information regarding lightning in copyrights.

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• Update description with better information on package.

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• Update readme with overview of the package

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• Add missing text to paragraph about reset() in algorithm

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