Erin LeDell

useR-machine-learning-tutorial. useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

subsemble. subsemble R package for ensemble learning on subsets of data

sldm4-h2o. Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

cvAUC. Computationally efficient confidence intervals for cross-validated AUC estimates in R

awesome-machine-learning. A curated list of awesome Machine Learning frameworks, libraries and software.

LatinR-2019-h2o-tutorial. H2O Machine Learning Tutorial for the 2019 LatinR Conference

h2oEnsemble-benchmarks. Benchmarks of the H2O Ensemble R interface (H2O 2.0).

phd-thesis. My UC Berkeley Ph.D. dissertation (2015).

grayarea-deepdream. Homepage for the Gray Area Festival DeepDream Workshop

useR2020-automl. useR! 2020 keynote presentation & code

automl-fall-school-2022. AutoML Fall School 2022: H2O AutoML Hands-on Workshop

SuperLearner. Current version of the SuperLearner R package

awesome. :sunglasses: Curated list of awesome lists

neurips-2021-keynote. NeurIPS 2021 Datasets and Benchmarks Track Keynote

h2o-demos. Some H2O machine learning demos.

ledell.

awesome-r-organizations. A community curated list of awesome companies/organizations that contribute open source R software/packages

awesome-automl-papers. A curated list of automated machine learning papers, articles, tutorials, slides and projects

h2o. h2o = fast statistical, machine learning & math runtime for bigdata

lowrank-automl. A framework for automated machine learning based on low rank structure of error across datasets.