Package: h2o4gpu 0.3.3

h2o4gpu: Interface to 'H2O4GPU'

Interface to 'H2O4GPU' <https://github.com/h2oai/h2o4gpu>, a collection of 'GPU' solvers for machine learning algorithms.

Authors:Yuan Tang [aut], Navdeep Gill [aut, cre], Erin LeDell [aut], Vladimir Ovsyannikov [aut], H2O.ai [cph, fnd]

h2o4gpu_0.3.3.tar.gz
h2o4gpu_0.3.3.zip(r-4.5)h2o4gpu_0.3.3.zip(r-4.4)h2o4gpu_0.3.3.zip(r-4.3)
h2o4gpu_0.3.3.tgz(r-4.4-any)h2o4gpu_0.3.3.tgz(r-4.3-any)
h2o4gpu_0.3.3.tar.gz(r-4.5-noble)h2o4gpu_0.3.3.tar.gz(r-4.4-noble)
h2o4gpu_0.3.3.tgz(r-4.4-emscripten)h2o4gpu_0.3.3.tgz(r-4.3-emscripten)
h2o4gpu.pdf |h2o4gpu.html✨
h2o4gpu/json (API)
NEWS

# Install 'h2o4gpu' in R:
install.packages('h2o4gpu', repos = c('https://navdeep-g.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/h2oai/h2o4gpu/issues

On CRAN:

3.23 score 1 stars 34 scripts 203 downloads 16 exports 13 dependencies

Last updated 4 years agofrom:d0117de1f0. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winNOTEOct 27 2024
R-4.5-linuxNOTEOct 27 2024
R-4.4-winNOTEOct 27 2024
R-4.4-macNOTEOct 27 2024
R-4.3-winOKOct 27 2024
R-4.3-macOKOct 27 2024

Exports:%>%fith2o4gpu.elastic_net_classifierh2o4gpu.elastic_net_regressorh2o4gpu.gradient_boosting_classifierh2o4gpu.gradient_boosting_regressorh2o4gpu.kmeansh2o4gpu.pcah2o4gpu.random_forest_classifierh2o4gpu.random_forest_regressorh2o4gpu.truncated_svdpredicttransformuse_condaenvuse_pythonuse_virtualenv

Dependencies:herejsonlitelatticemagrittrMatrixpngrappdirsRcppRcppTOMLreticulaterlangrprojrootwithr

H2O4GPU: Machine Learning with GPUs in R

Navdeep Gill, Erin LeDell, Yuan Tang

Rendered fromgetting_started.Rmdusingknitr::rmarkdownon Oct 27 2024.

Last update: 2021-05-17
Started: 2018-03-23

Readme and manuals

Help Manual

Help pageTopics
Generic Method to Train an H2O4GPU Estimatorfit transform
Train an H2O4GPU Estimatorfit.h2o4gpu_model
h2o4gpu in Rh2o4gpu-package h2o4gpu
Elastic Net Classifierh2o4gpu.elastic_net_classifier
Elastic Net Regressorh2o4gpu.elastic_net_regressor
Gradient Boosting Classifierh2o4gpu.gradient_boosting_classifier
Gradient Boosting Regressorh2o4gpu.gradient_boosting_regressor
K-means Clusteringh2o4gpu.kmeans
Principal Component Analysis (PCA)h2o4gpu.pca
Random Forest Classifierh2o4gpu.random_forest_classifier
Random Forest Regressorh2o4gpu.random_forest_regressor
Truncated Singular Value Decomposition (TruncatedSVD)h2o4gpu.truncated_svd
Make Predictions using Trained H2O4GPU Estimatorpredict.h2o4gpu_model
Transform a Dataset using Trained H2O4GPU Estimatortransform.h2o4gpu_model