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add knn estimators and fix mi implementation #40

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merged 19 commits into from
Jun 17, 2016

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@cxhernandez cxhernandez commented Jun 10, 2016

Implemented k-nearest neighbor estimators (as seen in gregversteeg/NPEET). Unlike the naive estimators, knn yields consistent results with appropriate choice of k and is much faster than kde.

Also added code to enable knn to be the default choice.

@cxhernandez cxhernandez merged commit f55ba89 into msmbuilder:master Jun 17, 2016
@cxhernandez cxhernandez deleted the mi branch June 17, 2016 22:04
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