ecpolley/Machine_Learning_Articles

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ecpolley/Machine_Learning_Articles

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Collection of articles for the Machine Learning Journal Club

SuperLearner

Current version of the SuperLearner R package

SuperLearnerExtra

Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner but are not general enough to be placed in the main package.

NCI60_SuperLearner

Code and data for running the super learner with the NCI60 human tumor cell lines

SuperLearnerVignette

Vignette for the SuperLearner R package

SUMIT_SuperLearner_Talk_3_2017

SUMIT presentation on SuperLearner R package, March 2017

SER2018

Slides and code from SER 2018

Misc

Miscellaneous files

SuperLearner_Old

SuperLearner R package version 1.1-20

CIT_Microarray_Course

Lecture notes for the CIT Microarray Course.

KaplanMeierAnimation

My first attempt at using the animation R package. The files create an animation demonstrating the redistribute to the right algorithm for censored data (equivalent to the Kaplan Meier estimator).