Index

_

__H2OConn__

A

accuracy() (h2o.model.binomial.H2OBinomialModel method) anomaly() (h2o.model.autoencoder.H2OAutoEncoderModel method) append() (h2o.frame.H2OVec method) as_int() (in module h2o.connection) as_list() (in module h2o.h2o) asfactor() (h2o.frame.H2OVec method)

auc() (h2o.model.model_base.ModelBase method) autoencoder() (in module h2o.h2o) avg_between_ss() (h2o.model.clustering.H2OClusteringModel method) avg_ss() (h2o.model.clustering.H2OClusteringModel method) avg_within_ss() (h2o.model.clustering.H2OClusteringModel method)

C

cbind() (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) (in module h2o.h2o) 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)

coef() (h2o.model.model_base.ModelBase method) coef_norm() (h2o.model.model_base.ModelBase method) col_names() (h2o.frame.H2OFrame method) confusion_matrices() (h2o.model.binomial.H2OBinomialModel method) confusion_matrix() (h2o.model.binomial.H2OBinomialModel method) (h2o.model.model_base.ModelBase method) current_connection() (h2o.connection.H2OConnection static method)

D

data() (h2o.expr.Expr method) dayOfWeek() (h2o.frame.H2OVec method) ddply() (h2o.frame.H2OFrame method) debug() (h2o.expr.Expr method) deepfeatures() (h2o.model.model_base.ModelBase method) deeplearning() (in module h2o.h2o)

delete() (h2o.connection.H2OConnection static method) describe() (h2o.frame.H2OFrame method) dim() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) dim_check() (in module h2o.h2o) drop() (h2o.frame.H2OFrame method)

E

eager() (h2o.expr.Expr method) environment variable __H2OConn__ error() (h2o.model.binomial.H2OBinomialModel method)

export_file() (in module h2o.h2o) Expr (class in h2o.expr)

F

F0point5() (h2o.model.binomial.H2OBinomialModel method) F1() (h2o.model.binomial.H2OBinomialModel method) F2() (h2o.model.binomial.H2OBinomialModel method) fallout() (h2o.model.binomial.H2OBinomialModel method) find_idx_by_threshold() (h2o.model.binomial.H2OBinomialModel method) find_threshold_by_max_metric() (h2o.model.binomial.H2OBinomialModel method)

floor() (h2o.frame.H2OVec method) fnr() (h2o.model.binomial.H2OBinomialModel method) fpr() (h2o.model.binomial.H2OBinomialModel method) frame() (in module h2o.h2o) frame_summary() (in module h2o.h2o) frames() (in module h2o.h2o)

G

gbm() (in module h2o.h2o) get() (h2o.connection.H2OConnection static method) get_expr() (h2o.frame.H2OVec method) get_human_readable_size() (in module h2o.connection) get_human_readable_time() (in module h2o.connection) get_json() (h2o.connection.H2OConnection static method)

get_len() (h2o.expr.Expr method) get_session_id() (h2o.connection.H2OConnection static method) giniCoef() (h2o.model.model_base.ModelBase method) glm() (in module h2o.h2o) group_by() (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.model_base (module) h2o.model.multinomial (module)

h2o.model.regression (module) H2OAutoEncoderModel (class in h2o.model.autoencoder) H2OBinomialModel (class in h2o.model.binomial) H2OClusteringModel (class in h2o.model.clustering) H2OConnection (class in h2o.connection) H2OFrame (class in h2o.frame) H2OMultinomialModel (class in h2o.model.multinomial) H2ORegressionModel (class in h2o.model.regression) H2OVec (class in h2o.frame) head() (h2o.frame.H2OFrame method)

I

import_file() (in module h2o.h2o) import_frame() (in module h2o.h2o) init() (in module h2o.h2o) ip() (h2o.connection.H2OConnection static method) is_computed() (h2o.expr.Expr method) is_int() (in module h2o.connection)

is_local() (h2o.expr.Expr method) is_pending() (h2o.expr.Expr method) is_remote() (h2o.expr.Expr method) is_slice() (h2o.expr.Expr method) isfactor() (h2o.frame.H2OVec method) isna() (h2o.frame.H2OVec method)

K

key() (h2o.frame.H2OVec method) keys() (h2o.frame.H2OFrame method)

kmeans() (in module h2o.h2o)

L

left() (h2o.expr.Expr method) levels() (h2o.frame.H2OFrame method) locate() (in module h2o.h2o)

logical_negation() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) logloss() (h2o.model.model_base.ModelBase method)

M

max() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) max_per_class_error() (h2o.model.binomial.H2OBinomialModel method) mcc() (h2o.model.binomial.H2OBinomialModel method) mean() (h2o.expr.Expr method) (h2o.frame.H2OVec method) median() (h2o.expr.Expr method) (h2o.frame.H2OVec method) merge() (h2o.frame.H2OFrame method) metric() (h2o.model.binomial.H2OBinomialModel method) min() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) missrate() (h2o.model.binomial.H2OBinomialModel method)

mktime() (h2o.frame.H2OVec static method) model_performance() (h2o.model.model_base.ModelBase method) ModelBase (class in h2o.model.model_base) month() (h2o.frame.H2OVec method) mse() (h2o.model.model_base.ModelBase method) multi_dim_slice_cmd() (h2o.expr.Expr method) multi_dim_slice_cols_cmd() (h2o.expr.Expr method) multi_dim_slice_data_cmd() (h2o.expr.Expr method) multi_dim_slice_rows_cmd() (h2o.expr.Expr method)

N

name() (h2o.expr.Expr method) (h2o.frame.H2OVec method) names() (h2o.frame.H2OFrame method) ncol() (h2o.frame.H2OFrame method) new_vecs() (h2o.frame.H2OVec static method)

np_comparison_check() (in module h2o.h2o) nrow() (h2o.frame.H2OFrame method) null_deviance() (h2o.model.model_base.ModelBase method)

O

op() (h2o.expr.Expr method)

P

parse() (in module h2o.h2o) parse_setup() (in module h2o.h2o) 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) precision() (h2o.model.binomial.H2OBinomialModel method) predict() (h2o.model.model_base.ModelBase method) py_tmp_key() (h2o.frame.H2OFrame static method)

Q

quantile() (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method)

R

r2() (h2o.model.model_base.ModelBase method) random_forest() (in module h2o.h2o) rapids() (in module h2o.h2o) recall() (h2o.model.binomial.H2OBinomialModel method) remove() (in module h2o.h2o)

residual_deviance() (h2o.model.model_base.ModelBase method) rest_version() (h2o.connection.H2OConnection static method) rite() (h2o.expr.Expr method) row_select() (h2o.frame.H2OVec method) runif() (h2o.frame.H2OVec method)

S

sd() (h2o.expr.Expr method) (h2o.frame.H2OVec method) send_frame() (h2o.frame.H2OFrame method) sensitivity() (h2o.model.binomial.H2OBinomialModel method) session_id() (h2o.connection.H2OConnection static method) set_len() (h2o.expr.Expr method) setName() (h2o.frame.H2OVec method)

setNames() (h2o.frame.H2OFrame method) show() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) (h2o.model.model_base.ModelBase method) (h2o.model.regression.H2ORegressionModel method) size() (h2o.model.clustering.H2OClusteringModel method) specificity() (h2o.model.binomial.H2OBinomialModel method) sum() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method) summary() (h2o.expr.Expr method) (h2o.frame.H2OVec method) (h2o.model.model_base.ModelBase method)

T

tail() (h2o.frame.H2OFrame method) tnr() (h2o.model.binomial.H2OBinomialModel method)

tpr() (h2o.model.binomial.H2OBinomialModel method)

U

upload_file() (in module h2o.h2o)

V

value_check() (in module h2o.h2o) var() (h2o.expr.Expr method) (h2o.frame.H2OFrame method) (h2o.frame.H2OVec method)

vecname() (h2o.expr.Expr method) vecs() (h2o.frame.H2OFrame method)

W

within_mse() (h2o.model.clustering.H2OClusteringModel method)