Index

_

__H2OConn__

A

abs() (h2o.frame.H2OFrame method) accuracy() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) acos() (h2o.frame.H2OFrame method) acosh() (h2o.frame.H2OFrame method) aic() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) all() (h2o.frame.H2OFrame method) anomaly() (h2o.model.autoencoder.H2OAutoEncoderModel method) any() (h2o.frame.H2OFrame method) anyfactor() (h2o.frame.H2OFrame method) as_data_frame() (h2o.frame.H2OFrame method) as_date() (h2o.frame.H2OFrame method)

as_int() (in module h2o.connection) as_list() (in module h2o.h2o) ascharacter() (h2o.frame.H2OFrame method) asfactor() (h2o.frame.H2OFrame method) asin() (h2o.frame.H2OFrame method) asinh() (h2o.frame.H2OFrame method) asnumeric() (h2o.frame.H2OFrame method) atan() (h2o.frame.H2OFrame method) atanh() (h2o.frame.H2OFrame method) auc() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) autoencoder() (in module h2o.h2o)

B

betweenss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method)

biases() (h2o.model.model_base.ModelBase method)

C

cbind() (h2o.frame.H2OFrame method) ceil() (h2o.frame.H2OFrame method) centers() (h2o.model.clustering.H2OClusteringModel method) centers_std() (h2o.model.clustering.H2OClusteringModel method) centroid_stats() (h2o.model.clustering.H2OClusteringModel method) check_conn() (h2o.connection.H2OConnection static method) cluster_info() (in module h2o.h2o) cluster_is_up() (h2o.connection.H2OConnection static method) cluster_status() (in module h2o.h2o) coef() (h2o.model.model_base.ModelBase method) coef_norm() (h2o.model.model_base.ModelBase method) col_names (h2o.frame.H2OFrame attribute) columns (h2o.frame.H2OFrame attribute) confusion_matrix() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method)

cos() (h2o.frame.H2OFrame method) cosh() (h2o.frame.H2OFrame method) cospi() (h2o.frame.H2OFrame method) count() (h2o.group_by.GroupBy method) COUNTING (h2o.frame.H2OFrame attribute) countmatches() (h2o.frame.H2OFrame method) create_frame() (in module h2o.h2o) cummax() (h2o.frame.H2OFrame method) cummin() (h2o.frame.H2OFrame method) cumprod() (h2o.frame.H2OFrame method) cumsum() (h2o.frame.H2OFrame method) current_connection() (h2o.connection.H2OConnection static method) cut() (h2o.frame.H2OFrame method)

D

day() (h2o.frame.H2OFrame method) dayOfWeek() (h2o.frame.H2OFrame method) ddply() (h2o.frame.H2OFrame method) deepfeatures() (h2o.model.model_base.ModelBase method) deeplearning() (in module h2o.h2o) del_dropped() (h2o.frame.H2OFrame static method) delete() (h2o.connection.H2OConnection static method) describe() (h2o.frame.H2OFrame method)

digamma() (h2o.frame.H2OFrame method) dim (h2o.frame.H2OFrame attribute) download_all_logs() (in module h2o.h2o) download_csv() (in module h2o.h2o) download_pojo() (h2o.model.model_base.ModelBase method) (in module h2o.h2o) drop() (h2o.frame.H2OFrame method) dropped_instances (h2o.frame.H2OFrame attribute)

E

environment variable __H2OConn__ error() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) exp() (h2o.frame.H2OFrame method)

expm1() (h2o.frame.H2OFrame method) export_file() (in module h2o.h2o) ExprNode (class in h2o.expr)

F

F0point5() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F1() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) F2() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fallout() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) filterNACols() (h2o.frame.H2OFrame method) find_idx_by_threshold() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) find_threshold_by_max_metric() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) first() (h2o.group_by.GroupBy method) floor() (h2o.frame.H2OFrame method)

fnr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fpr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) fprs (h2o.model.metrics_base.H2OBinomialModelMetrics attribute) frame (h2o.group_by.GroupBy attribute) frame() (in module h2o.h2o) frame_id (h2o.frame.H2OFrame attribute) frames() (in module h2o.h2o) full_parameters (h2o.model.model_base.ModelBase attribute)

G

gamma() (h2o.frame.H2OFrame method) gbm() (in module h2o.h2o) get() (h2o.connection.H2OConnection static method) get_frame() (h2o.frame.H2OFrame static method) (h2o.group_by.GroupBy method) (in module h2o.h2o) get_future_model() (in module h2o.h2o) get_human_readable_size() (in module h2o.connection) get_human_readable_time() (in module h2o.connection) get_json() (h2o.connection.H2OConnection static method) get_model() (in module h2o.h2o)

get_session_id() (h2o.connection.H2OConnection static method) get_timezone() (in module h2o.h2o) get_xval_models() (h2o.model.model_base.ModelBase method) giniCoef() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) glm() (in module h2o.h2o) group_by() (h2o.frame.H2OFrame method) GroupBy (class in h2o.group_by) gsub() (h2o.frame.H2OFrame method)

H

h2o.__init__ (module) h2o.connection (module) h2o.expr (module) h2o.h2o (module) h2o.model (module) h2o.model.autoencoder (module) h2o.model.binomial (module) h2o.model.clustering (module) h2o.model.metrics_base (module) h2o.model.model_base (module) h2o.model.multinomial (module) h2o.model.regression (module) h2o_explained_variance_score() (in module h2o.model.regression) h2o_mean_absolute_error() (in module h2o.model.regression) h2o_mean_squared_error() (in module h2o.model.regression) h2o_median_absolute_error() (in module h2o.model.regression) h2o_r2_score() (in module h2o.model.regression) H2OAutoEncoderModel (class in h2o.model.autoencoder)

H2OAutoEncoderModelMetrics (class in h2o.model.metrics_base) H2OBinomialModel (class in h2o.model.binomial) H2OBinomialModelMetrics (class in h2o.model.metrics_base) H2OClusteringModel (class in h2o.model.clustering) H2OClusteringModelMetrics (class in h2o.model.metrics_base) H2OConnection (class in h2o.connection) H2ODimReductionModelMetrics (class in h2o.model.metrics_base) H2ODisplay (class in h2o.h2o) H2OFrame (class in h2o.frame) H2OMultinomialModel (class in h2o.model.multinomial) H2OMultinomialModelMetrics (class in h2o.model.metrics_base) H2ORegressionModel (class in h2o.model.regression) H2ORegressionModelMetrics (class in h2o.model.metrics_base) head() (h2o.frame.H2OFrame method) hist() (h2o.frame.H2OFrame method) hit_ratio_table() (h2o.model.metrics_base.H2OMultinomialModelMetrics method) (h2o.model.multinomial.H2OMultinomialModel method) hour() (h2o.frame.H2OFrame method)

I

id (h2o.model.model_base.ModelBase attribute) ifelse() (in module h2o.h2o) import_file() (in module h2o.h2o) import_frame() (in module h2o.h2o) impute() (h2o.frame.H2OFrame method) index() (h2o.frame.H2OFrame method) init() (in module h2o.h2o) insert_missing_values() (h2o.frame.H2OFrame method) interaction() (h2o.frame.H2OFrame method) (in module h2o.h2o)

ip() (h2o.connection.H2OConnection static method) is_cross_validated() (h2o.model.model_base.ModelBase method) is_int() (in module h2o.connection) ischaracter() (h2o.frame.H2OFrame method) isfactor() (h2o.frame.H2OFrame method) isna() (h2o.frame.H2OFrame method) isnumeric() (h2o.frame.H2OFrame method) isstring() (h2o.frame.H2OFrame method)

K

keep() (h2o.frame.H2OFrame method) keys_leaked() (in module h2o.h2o)

kfold_column() (h2o.frame.H2OFrame method) kmeans() (in module h2o.h2o)

L

last() (h2o.group_by.GroupBy method) lazy_import() (in module h2o.h2o) levels() (h2o.frame.H2OFrame method) lgamma() (h2o.frame.H2OFrame method) list_timezones() (in module h2o.h2o) load_model() (in module h2o.h2o) locate() (in module h2o.h2o) log() (h2o.frame.H2OFrame method)

log10() (h2o.frame.H2OFrame method) log1p() (h2o.frame.H2OFrame method) log2() (h2o.frame.H2OFrame method) log_and_echo() (in module h2o.h2o) logical_negation() (h2o.frame.H2OFrame method) logloss() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) ls() (in module h2o.h2o)

M

MAGIC_REF_COUNT (h2o.frame.H2OFrame attribute) make_url() (h2o.connection.H2OConnection static method) match() (h2o.frame.H2OFrame method) max() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) max_per_class_error() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mcc() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mean() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) mean_residual_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) median() (h2o.frame.H2OFrame method) merge() (h2o.frame.H2OFrame method) metric() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method)

MetricsBase (class in h2o.model.metrics_base) min() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) missrate() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) mktime() (h2o.frame.H2OFrame static method) mode() (h2o.group_by.GroupBy method) model_performance() (h2o.model.model_base.ModelBase method) ModelBase (class in h2o.model.model_base) modulo_kfold_column() (h2o.frame.H2OFrame method) month() (h2o.frame.H2OFrame method) mse() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) mult() (h2o.frame.H2OFrame method)

N

na_omit() (h2o.frame.H2OFrame method) naive_bayes() (in module h2o.h2o) names (h2o.frame.H2OFrame attribute) ncol (h2o.frame.H2OFrame attribute) nlevels() (h2o.frame.H2OFrame method)

no_progress() (in module h2o.h2o) nrow (h2o.frame.H2OFrame attribute) null_degrees_of_freedom() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) null_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) num_iterations() (h2o.model.clustering.H2OClusteringModel method)

O

ou() (in module h2o.h2o)

P

params (h2o.model.model_base.ModelBase attribute) parse() (in module h2o.h2o) parse_raw() (in module h2o.h2o) parse_setup() (in module h2o.h2o) plot() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) pop() (h2o.frame.H2OFrame method) port() (h2o.connection.H2OConnection static method)

post() (h2o.connection.H2OConnection static method) post_json() (h2o.connection.H2OConnection static method) pprint_coef() (h2o.model.model_base.ModelBase method) prcomp() (in module h2o.h2o) precision() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) predict() (h2o.model.model_base.ModelBase method) prod() (h2o.frame.H2OFrame method)

Q

quantile() (h2o.frame.H2OFrame method)

R

r2() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) random_forest() (in module h2o.h2o) rapids() (in module h2o.h2o) rbind() (h2o.frame.H2OFrame method) recall() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) remove() (h2o.group_by.GroupBy method) (in module h2o.h2o) remove_all() (in module h2o.h2o) remove_vecs() (h2o.frame.H2OFrame method)

removeFrameShallow() (in module h2o.h2o) rep_len() (h2o.frame.H2OFrame method) residual_degrees_of_freedom() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) residual_deviance() (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) rest_version() (h2o.connection.H2OConnection static method) roc() (h2o.model.binomial.H2OBinomialModel method) round() (h2o.frame.H2OFrame method) runif() (h2o.frame.H2OFrame method)

S

save_model() (in module h2o.h2o) scale() (h2o.frame.H2OFrame method) score_history() (h2o.model.model_base.ModelBase method) sd() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) sensitivity() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) session_id() (h2o.connection.H2OConnection static method) set_timezone() (in module h2o.h2o) setLevel() (h2o.frame.H2OFrame method) setLevels() (h2o.frame.H2OFrame method) setName() (h2o.frame.H2OFrame method) setNames() (h2o.frame.H2OFrame method) shape (h2o.frame.H2OFrame attribute) show() (h2o.frame.H2OFrame method) (h2o.model.metrics_base.MetricsBase method) (h2o.model.model_base.ModelBase method) show_progress() (in module h2o.h2o) shutdown() (in module h2o.h2o) sign() (h2o.frame.H2OFrame method) signif() (h2o.frame.H2OFrame method)

sin() (h2o.frame.H2OFrame method) sinh() (h2o.frame.H2OFrame method) sinpi() (h2o.frame.H2OFrame method) size() (h2o.model.clustering.H2OClusteringModel method) specificity() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) split_frame() (h2o.frame.H2OFrame method) sqrt() (h2o.frame.H2OFrame method) ss() (h2o.group_by.GroupBy method) start_glm_job() (in module h2o.h2o) store_size() (in module h2o.h2o) stratified_kfold_column() (h2o.frame.H2OFrame method) strsplit() (h2o.frame.H2OFrame method) structure() (h2o.frame.H2OFrame method) sub() (h2o.frame.H2OFrame method) sum() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method) summary() (h2o.frame.H2OFrame method) (h2o.model.model_base.ModelBase method) svd() (in module h2o.h2o)

T

table() (h2o.frame.H2OFrame method) tail() (h2o.frame.H2OFrame method) tan() (h2o.frame.H2OFrame method) tanh() (h2o.frame.H2OFrame method) tanpi() (h2o.frame.H2OFrame method) tnr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) tolower() (h2o.frame.H2OFrame method) tot_withinss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) totss() (h2o.model.clustering.H2OClusteringModel method) (h2o.model.metrics_base.H2OClusteringModelMetrics method) toupper() (h2o.frame.H2OFrame method)

tpr() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.metrics_base.H2OBinomialModelMetrics method) tprs (h2o.model.metrics_base.H2OBinomialModelMetrics attribute) transpose() (h2o.frame.H2OFrame method) trigamma() (h2o.frame.H2OFrame method) trim() (h2o.frame.H2OFrame method) trunc() (h2o.frame.H2OFrame method) turn_off_ref_cnts() (in module h2o.h2o) turn_on_ref_cnts() (in module h2o.h2o) types (h2o.frame.H2OFrame attribute)

U

unique() (h2o.frame.H2OFrame method)

upload_file() (in module h2o.h2o)

V

var() (h2o.frame.H2OFrame method) (h2o.group_by.GroupBy method)

varimp() (h2o.model.model_base.ModelBase method)

W

week() (h2o.frame.H2OFrame method) weights() (h2o.model.model_base.ModelBase method)

which() (in module h2o.h2o) withinss() (h2o.model.clustering.H2OClusteringModel method)

X

xval_keys() (h2o.model.model_base.ModelBase method)

xvals (h2o.model.model_base.ModelBase attribute)

Y

year() (h2o.frame.H2OFrame method)