Erin LeDell

Fixes https://github.com/ledell/cvAUC/issues/6 for `ci.cvAUC()`. TO DO: - [ ] Add version for `ci.pooled.cvAUC()`. - [ ] Benchmark new vs old version to see if the new code is scalable &...

I just merged a [PR](https://github.com/ledell/cvAUC/pull/4) to move `data.table` to Imports, but let's also move `ROCR` to Imports. References: Reasoning [here](https://stackoverflow.com/questions/8637993/better-explanation-of-when-to-use-imports-depends#8638902) and explanation [here](https://stackoverflow.com/a/65605275)

This file is no longer available, replace with a new version: ``` train_csv

For some reason, this version never made it to CRAN.

Image zoom when clicking on an image

1

On some websites, if you click on an image, it will blow up to fullscreen mode (with an "x" to exit the view). Maybe we can add this functionality to...

Let's figure out if we can use [scikit-learn's CV functions](http://scikit-learn.org/stable/modules/cross_validation.html) to perform cross-validation of the estimators, while still training on GPUs. We need a generic way to do CV on...

Add the Stacked Ensemble algorithm

2

We should implement stacking, as there are not many (if any) stacking implementations for GPUs. This will require writing wrappers in Python and then adding some code to the R...

Apply lintr to all R package code

5

Prior to releasing the R package, let's apply [lintr](https://github.com/jimhester/lintr) to the code and clean up any formatting issues.

Convert tutorial into Bookdown

7

I am looking for a volunteer to convert this tutorial into [Bookdown](https://bookdown.org/home/about.html) format so that the content is easier to navigate. Once it's in Bookdown, we can find a place...

New Target Encoding API in 3.32 requires a rewrite of these tutorials: - https://github.com/h2oai/h2o-tutorials/blob/master/best-practices/feature-engineering/feature_engineering.ipynb - https://github.com/h2oai/h2o-tutorials/tree/master/best-practices/categorical-predictors