ledell

subsemble

subsemble R package for ensemble learning on subsets of data

cvAUC

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

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.

automl-fall-school-2022

AutoML Fall School 2022: H2O AutoML Hands-on Workshop

useR2020-automl

useR! 2020 keynote presentation & code

neurips-2021-keynote

NeurIPS 2021 Datasets and Benchmarks Track Keynote

awesome

:sunglasses: Curated list of awesome lists

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

automlbenchmark

OpenML AutoML Benchmarking Framework

awesome-ml-frameworks

Awesome (or not so) Machine Learning Frameworks

DALEX

Descriptive mAchine Learning EXplanations

growthcurveSL

SuperLearner Growth Imputation

h2o-automl-paper

H2O AutoML paper

interpretable-ml-book

Book about interpretable machine learning

juliacon-2022-keynote

LatinR-2019-keynote

Keynote presentation at LatinR 2019

ledell

ledell.r-universe.dev

meetup-presentations_budapest

R-Ladies Budapest - This is the collection of code, presentations and additional materials created by the Budapest R-Ladies community

moneyball

Moneyball Demo (Public Version)

OpenML

Open Machine Learning

openml-python

Python module to interface with OpenML

optuna-examples

Examples for https://github.com/optuna/optuna

parsnip

A tidy unified interface to models

RCDI-WG

R Community Diversity and Inclusion Working Group (RCDI-WG)

Study-14

survey

An (in-progress) AutoML survey focusing on practical systems.

yardstick

Tidy methods for measuring model performance