CRAN/E | h2o

h2o

R Interface for the 'H2O' Scalable Machine Learning Platform

Installation

About

R interface for 'H2O', the scalable open source machine learning platform that offers parallelized implementations of many supervised and unsupervised machine learning algorithms such as Generalized Linear Models (GLM), Gradient Boosting Machines (including XGBoost), Random Forests, Deep Neural Networks (Deep Learning), Stacked Ensembles, Naive Bayes, Generalized Additive Models (GAM), ANOVA GLM, Cox Proportional Hazards, K-Means, PCA, ModelSelection, Word2Vec, as well as a fully automatic machine learning algorithm (H2O AutoML).

github.com/h2oai/h2o-3
System requirements Java (>= 8, <= 17)
Bug report File report

Key Metrics

Version 3.44.0.3
R ≥ 2.13.0
Published 2024-01-11 99 days ago
Needs compilation? no
License Apache License (== 2.0)
CRAN checks h2o results

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Maintainer

Maintainer

Tomas Fryda

tomas.fryda@h2o.ai

Authors

Tomas Fryda

aut / cre

Erin LeDell

aut

Navdeep Gill

aut

Spencer Aiello

aut

Anqi Fu

aut

Arno Candel

aut

Cliff Click

aut

Tom Kraljevic

aut

Tomas Nykodym

aut

Patrick Aboyoun

aut

Michal Kurka

aut

Michal Malohlava

aut

Sebastien Poirier

aut

Wendy Wong

aut

Ludi Rehak

ctb

Eric Eckstrand

ctb

Brandon Hill

ctb

Sebastian Vidrio

ctb

Surekha Jadhawani

ctb

Amy Wang

ctb

Raymond Peck

ctb

Jan Gorecki

ctb

Matt Dowle

ctb

Yuan Tang

ctb

Lauren DiPerna

ctb

Veronika Maurerova

ctb

Yuliia Syzon

ctb

Adam Valenta

ctb

Marek Novotny

ctb

H2O.ai

cph / fnd

Material

NEWS
Reference manual
Package source

In Views

HighPerformanceComputing
MachineLearning
ModelDeployment

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

h2o archive

Depends

R ≥ 2.13.0
methods
stats

Imports

graphics
tools
utils
RCurl
jsonlite

Suggests

ggplot2 ≥ 3.3.0
mlbench
Matrix
slam
bit64 ≥ 0.9.7
data.table ≥ 1.9.8
rgl ≥ 0.100.19
plot3Drgl ≥ 1.0.1
survival
DT
IRdisplay
htmltools
plotly
repr
curl
scales

Reverse Imports

agua
autoEnsemble
h2otools
healthyR.ai
lares
lazytrade
lilikoi
mlim
rsparkling
shapley
shinyML

Reverse Suggests

bundle
DALEXtra
flowml
iForecast
iml
lareshiny
lime
localICE
mlflow
mlr
NeuralSens
pheble
stacks

Reverse Enhances

shapviz
texreg
vip