H2O
H2O Module
The H2O Python Module
h2o
Data In H2O
Loading Data From A CSV File
Loading Data From A Python Object
H2OFrame
H2OVec
Modeling in H2O
Modeling
In
H2O
ModelBase
Binomial
Classification
Multinomial
Classification
Regression
Clustering
Methods
AutoEncoders
Metrics in H2O
Metrics
In
H2O
Other
Connection
Expr
H2O
Docs
»
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
_
__H2OConn__
A
accuracy() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
aic() (h2o.model.metrics_base.MetricsBase method)
(h2o.model.model_base.ModelBase 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.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)
(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_matrix() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
(h2o.model.metrics_base.H2OMultinomialModelMetrics method)
(h2o.model.multinomial.H2OMultinomialModel 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)
download_pojo() (h2o.model.model_base.ModelBase method)
(in module h2o.h2o)
drop() (h2o.frame.H2OFrame method)
E
eager() (h2o.expr.Expr method)
environment variable
__H2OConn__
error() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
export_file() (in module h2o.h2o)
Expr (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)
floor() (h2o.frame.H2OVec 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)
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.metrics_base.MetricsBase method)
(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.metrics_base (module)
h2o.model.model_base (module)
h2o.model.multinomial (module)
h2o.model.regression (module)
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)
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)
H2OVec (class in h2o.frame)
head() (h2o.frame.H2OFrame method)
I
import_file() (in module h2o.h2o)
import_frame() (in module h2o.h2o)
impute() (h2o.frame.H2OFrame method)
(in module h2o.h2o)
init() (in module h2o.h2o)
insert_missing_values() (h2o.frame.H2OFrame method)
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)
keys_leaked() (in module h2o.h2o)
kmeans() (in module h2o.h2o)
L
left() (h2o.expr.Expr method)
levels() (h2o.frame.H2OFrame method)
locate() (in module h2o.h2o)
log_and_echo() (in module h2o.h2o)
logical_negation() (h2o.expr.Expr method)
(h2o.frame.H2OFrame method)
(h2o.frame.H2OVec method)
logloss() (h2o.model.metrics_base.MetricsBase method)
(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)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
mcc() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
MetricsBase (class in h2o.model.metrics_base)
min() (h2o.expr.Expr method)
(h2o.frame.H2OFrame method)
(h2o.frame.H2OVec method)
missrate() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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.metrics_base.MetricsBase method)
(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_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)
O
op() (h2o.expr.Expr method)
ou() (in module h2o.h2o)
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)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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.metrics_base.MetricsBase method)
(h2o.model.model_base.ModelBase method)
random_forest() (in module h2o.h2o)
rapids() (in module h2o.h2o)
recall() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
remove() (in module h2o.h2o)
remove_all() (in module h2o.h2o)
removeFrameShallow() (in module h2o.h2o)
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)
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)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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.metrics_base.MetricsBase method)
(h2o.model.model_base.ModelBase method)
size() (h2o.model.clustering.H2OClusteringModel method)
specificity() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics method)
split_frame() (in module h2o.h2o)
store_size() (in module h2o.h2o)
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)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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)
tpr() (h2o.model.binomial.H2OBinomialModel method)
(h2o.model.metrics_base.H2OBinomialModelMetrics 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)
varimp() (h2o.model.model_base.ModelBase method)
vecname() (h2o.expr.Expr method)
vecs() (h2o.frame.H2OFrame method)
W
weights() (h2o.model.model_base.ModelBase method)
withinss() (h2o.model.clustering.H2OClusteringModel method)