Index

A

acc_opt() (in module h2o4gpu.util.metrics) ae() (in module h2o4gpu.util.metrics) alphas (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)

alphas_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) alphas_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) ARIMA (class in h2o4gpu.solvers.arima) auc() (in module h2o4gpu.util.metrics)

C

ce() (in module h2o4gpu.util.metrics) clone() (in module h2o4gpu) coef_ (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) components_ (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O attribute)

config_context() (in module h2o4gpu) confusion_matrices() (in module h2o4gpu.util.metrics) cuda_vis_check() (in module h2o4gpu.util.gpu) cudaresetdevice() (in module h2o4gpu.util.gpu) cudaresetdevice_bare() (in module h2o4gpu.util.gpu)

D

decision_function() (h2o4gpu.solvers.logistic.LogisticRegression method)

densify() (h2o4gpu.solvers.logistic.LogisticRegression method) device_count() (in module h2o4gpu.util.gpu)

E

ElasticNet (class in h2o4gpu.solvers.elastic_net) ElasticNetH2O (class in h2o4gpu.solvers.elastic_net) ElasticNetH2O.info (class in h2o4gpu.solvers.elastic_net) ElasticNetH2O.solution (class in h2o4gpu.solvers.elastic_net)

error (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) error_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) error_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) explained_variance_ (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O attribute) explained_variance_ratio_ (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O attribute)

F

f05_opt() (in module h2o4gpu.util.metrics) f1_opt() (in module h2o4gpu.util.metrics) f2_opt() (in module h2o4gpu.util.metrics) FactorizationH2O (class in h2o4gpu.solvers.factorization) family (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) fit() (h2o4gpu.solvers.arima.ARIMA method) (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.factorization.FactorizationH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.pca.PCAH2O method) (h2o4gpu.solvers.ridge.Ridge method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

fit_predict() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) fit_predict_ptr() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) fit_ptr() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) fit_transform() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.pca.PCAH2O method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

G

get_compute_capability() (in module h2o4gpu.util.gpu) get_compute_capability_orig() (in module h2o4gpu.util.gpu) get_compute_capability_subprocess() (in module h2o4gpu.util.gpu) get_config() (in module h2o4gpu) get_gpu_info() (in module h2o4gpu.util.gpu) get_gpu_info_c() (in module h2o4gpu.util.gpu) get_gpu_info_subprocess() (in module h2o4gpu.util.gpu) get_params() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.ridge.Ridge method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

gpu_id (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) (h2o4gpu.solvers.kmeans.KMeansH2O attribute)

H

h2o4gpu (module) h2o4gpu.solvers.arima (module) h2o4gpu.solvers.elastic_net (module) h2o4gpu.solvers.factorization (module) h2o4gpu.solvers.kmeans (module) h2o4gpu.solvers.lasso (module) h2o4gpu.solvers.linear_regression (module)

h2o4gpu.solvers.logistic (module) h2o4gpu.solvers.pca (module) h2o4gpu.solvers.ridge (module) h2o4gpu.solvers.truncated_svd (module) h2o4gpu.util.gpu (module) h2o4gpu.util.import_data (module) h2o4gpu.util.metrics (module)

I

import_data() (in module h2o4gpu.util.import_data) intercept_ (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) intercept_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)

intercept_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) inverse_transform() (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

K

KMeans (class in h2o4gpu.solvers.kmeans)

KMeansH2O (class in h2o4gpu.solvers.kmeans)

L

lambdas (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) lambdas_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) lambdas_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) Lasso (class in h2o4gpu.solvers.lasso)

LinearRegression (class in h2o4gpu.solvers.linear_regression) ll() (in module h2o4gpu.util.metrics) log_loss() (in module h2o4gpu.util.metrics) LogisticRegression (class in h2o4gpu.solvers.logistic)

M

mae() (in module h2o4gpu.util.metrics) max_iter (h2o4gpu.solvers.kmeans.KMeansH2O attribute)

mcc_opt() (in module h2o4gpu.util.metrics) mse() (in module h2o4gpu.util.metrics) msle() (in module h2o4gpu.util.metrics)

N

n_clusters (h2o4gpu.solvers.kmeans.KMeansH2O attribute)

P

PCA (class in h2o4gpu.solvers.pca) PCAH2O (class in h2o4gpu.solvers.pca) predict() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.factorization.FactorizationH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.ridge.Ridge method)

predict_log_proba() (h2o4gpu.solvers.logistic.LogisticRegression method) predict_proba() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.logistic.LogisticRegression method) predict_ptr() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method)

R

Ridge (class in h2o4gpu.solvers.ridge)

rmse() (in module h2o4gpu.util.metrics) rmsle() (in module h2o4gpu.util.metrics)

S

score() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.ridge.Ridge method) se() (in module h2o4gpu.util.metrics) set_attributes() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.pca.PCA method) (h2o4gpu.solvers.ridge.Ridge method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) set_config() (in module h2o4gpu) set_params() (h2o4gpu.solvers.elastic_net.ElasticNet method) (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.lasso.Lasso method) (h2o4gpu.solvers.linear_regression.LinearRegression method) (h2o4gpu.solvers.logistic.LogisticRegression method) (h2o4gpu.solvers.ridge.Ridge method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

shared_a (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) show_versions() (in module h2o4gpu) singular_values_ (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O attribute) sklearn_fit() (h2o4gpu.solvers.kmeans.KMeansH2O method) sklearn_predict() (h2o4gpu.solvers.kmeans.KMeansH2O method) sklearn_transform() (h2o4gpu.solvers.kmeans.KMeansH2O method) sle() (in module h2o4gpu.util.metrics) sparsify() (h2o4gpu.solvers.logistic.LogisticRegression method) standardize (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) summary() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method)

T

tied_rank() (in module h2o4gpu.util.metrics) tols (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) tols_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) tols_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) total_n_gpus (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) transform() (h2o4gpu.solvers.elastic_net.ElasticNetH2O method) (h2o4gpu.solvers.kmeans.KMeans method) (h2o4gpu.solvers.kmeans.KMeansH2O method) (h2o4gpu.solvers.truncated_svd.TruncatedSVD method) (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O method)

TruncatedSVD (class in h2o4gpu.solvers.truncated_svd) TruncatedSVDH2O (class in h2o4gpu.solvers.truncated_svd)

U

U (h2o4gpu.solvers.truncated_svd.TruncatedSVDH2O attribute)

V

validPreds (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)

validPreds_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) validPreds_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)

X

X (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)

X_best (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute) X_full (h2o4gpu.solvers.elastic_net.ElasticNetH2O attribute)