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getML
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Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
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H
|
I
|
J
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
U
|
V
|
W
|
X
|
Y
A
abs() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
accuracy (in module getml.pipeline.scores)
acos() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
add() (getml.data.DataFrame method)
Aggregation (class in getml.data.columns)
alias() (getml.data.columns.FloatColumn method)
(getml.data.columns.StringColumn method)
as_num() (getml.data.columns.StringColumn method)
(getml.data.columns.VirtualBooleanColumn method)
(getml.data.columns.VirtualStringColumn method)
as_str() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualBooleanColumn method)
(getml.data.columns.VirtualFloatColumn method)
as_ts() (getml.data.columns.StringColumn method)
(getml.data.columns.VirtualStringColumn method)
asin() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
assert_equal() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
atan() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
auc (in module getml.pipeline.scores)
avg() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
B
best_pipeline (getml.hyperopt.GaussianHyperparameterSearch attribute)
(getml.hyperopt.LatinHypercubeSearch attribute)
(getml.hyperopt.RandomSearch attribute)
bfgs (in module getml.hyperopt.optimization)
C
categorical (in module getml.data.roles)
categorical_names (getml.data.DataFrame attribute)
cbrt() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
ceil() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
check() (getml.pipeline.Pipeline method)
colnames (getml.data.DataFrame attribute)
Columns (class in getml.pipeline)
columns (getml.pipeline.Pipeline attribute)
concat() (in module getml.data)
connect_greenplum() (in module getml.database)
connect_mariadb() (in module getml.database)
connect_mysql() (in module getml.database)
connect_odbc() (in module getml.database)
connect_postgres() (in module getml.database)
connect_sqlite3() (in module getml.database)
Connection (class in getml.database)
contains() (getml.data.columns.StringColumn method)
(getml.data.columns.VirtualStringColumn method)
copy() (getml.data.DataFrame method)
copy_table() (in module getml.database)
correlations() (getml.pipeline.Features method)
cos() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
count() (getml.data.columns.FloatColumn method)
(getml.data.columns.StringColumn method)
(getml.data.columns.VirtualFloatColumn method)
(getml.data.columns.VirtualStringColumn method)
count_distinct() (getml.data.columns.StringColumn method)
(getml.data.columns.VirtualStringColumn method)
cross_entropy (in module getml.pipeline.scores)
D
DataFrame (class in getml.data)
day() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
days() (in module getml.data.time)
delete() (getml.data.DataFrame method)
(getml.pipeline.Pipeline method)
(in module getml.data)
(in module getml.pipeline)
delete_project() (in module getml.engine)
deploy() (getml.pipeline.Pipeline method)
drop() (getml.data.DataFrame method)
drop_table() (in module getml.database)
E
EmailDomain (class in getml.preprocessors)
environment variable
PATH
,
[1]
erf() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
execute() (in module getml.database)
exists() (in module getml.data)
(in module getml.pipeline)
exp (in module getml.hyperopt.kernels)
exp() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
F
Features (class in getml.pipeline)
features (getml.pipeline.Pipeline attribute)
find() (getml.pipeline.SQLCode method)
fit() (getml.hyperopt.GaussianHyperparameterSearch method)
(getml.hyperopt.LatinHypercubeSearch method)
(getml.hyperopt.RandomSearch method)
(getml.pipeline.Pipeline method)
fitted (getml.pipeline.Pipeline attribute)
FloatColumn (class in getml.data.columns)
floor() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
from_csv() (getml.data.DataFrame class method)
from_db() (getml.data.DataFrame class method)
from_dict() (getml.data.DataFrame class method)
from_json() (getml.data.DataFrame class method)
from_pandas() (getml.data.DataFrame class method)
from_s3() (getml.data.DataFrame class method)
G
gamma() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
gauss (in module getml.hyperopt.kernels)
GaussianHyperparameterSearch (class in getml.hyperopt)
get() (getml.data.columns.Aggregation method)
(in module getml.database)
get_colnames() (in module getml.database)
getml
module
getml.data
module
getml.data.columns
module
getml.data.roles
module
getml.data.time
module
getml.database
module
getml.datasets
module
getml.engine
module
getml.feature_learning
module
getml.hyperopt
module
getml.hyperopt.burn_in
module
getml.hyperopt.kernels
module
getml.hyperopt.optimization
module
getml.pipeline
module
getml.pipeline.scores
module
getml.predictors
module
getml.preprocessors
module
group_by() (getml.data.DataFrame method)
H
hour() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
hours() (in module getml.data.time)
I
id (getml.hyperopt.GaussianHyperparameterSearch attribute)
(getml.hyperopt.LatinHypercubeSearch attribute)
(getml.hyperopt.RandomSearch attribute)
(getml.pipeline.Pipeline attribute)
importances() (getml.pipeline.Columns method)
(getml.pipeline.Features method)
Imputation (class in getml.preprocessors)
info() (getml.pipeline.Pipeline method)
is_alive() (in module getml.engine)
is_classification (getml.pipeline.Pipeline attribute)
is_false() (getml.data.columns.VirtualBooleanColumn method)
is_inf() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
is_nan() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
is_null() (getml.data.columns.FloatColumn method)
(getml.data.columns.StringColumn method)
(getml.data.columns.VirtualFloatColumn method)
(getml.data.columns.VirtualStringColumn method)
is_regression (getml.pipeline.Pipeline attribute)
J
join() (getml.data.DataFrame method)
(getml.data.Placeholder method)
join_key (in module getml.data.roles)
join_key_names (getml.data.DataFrame attribute)
L
latin_hypercube (in module getml.hyperopt.burn_in)
LatinHypercubeSearch (class in getml.hyperopt)
length (getml.data.columns.FloatColumn attribute)
(getml.data.columns.StringColumn attribute)
(getml.data.columns.VirtualBooleanColumn attribute)
(getml.data.columns.VirtualFloatColumn attribute)
(getml.data.columns.VirtualStringColumn attribute)
lgamma() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
lift_curve() (getml.pipeline.Metrics method)
LinearRegression (class in getml.predictors)
list_connections() (in module getml.database)
list_data_frames() (in module getml.data)
list_hyperopts() (in module getml.hyperopt)
list_pipelines() (in module getml.pipeline)
list_projects() (in module getml.engine)
list_tables() (in module getml.database)
load() (getml.data.DataFrame method)
(in module getml.pipeline)
load_air_pollution() (in module getml.datasets)
load_atherosclerosis() (in module getml.datasets)
load_biodegradability() (in module getml.datasets)
load_consumer_expenditures() (in module getml.datasets)
load_data_frame() (in module getml.data)
load_hyperopt() (in module getml.hyperopt)
load_interstate94() (in module getml.datasets)
load_loans() (in module getml.datasets)
load_occupancy() (in module getml.datasets)
log() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
LogisticRegression (class in getml.predictors)
M
mae (in module getml.pipeline.scores)
make_categorical() (in module getml.datasets)
make_discrete() (in module getml.datasets)
make_numerical() (in module getml.datasets)
make_same_units_categorical() (in module getml.datasets)
make_same_units_numerical() (in module getml.datasets)
make_snowflake() (in module getml.datasets)
matern32 (in module getml.hyperopt.kernels)
matern52 (in module getml.hyperopt.kernels)
max() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
median() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
Metrics (class in getml.pipeline)
metrics (getml.pipeline.Pipeline attribute)
microseconds() (in module getml.data.time)
milliseconds() (in module getml.data.time)
min() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
minute() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
minutes() (in module getml.data.time)
module
getml
getml.data
getml.data.columns
getml.data.roles
getml.data.time
getml.database
getml.datasets
getml.engine
getml.feature_learning
getml.hyperopt
getml.hyperopt.burn_in
getml.hyperopt.kernels
getml.hyperopt.optimization
getml.pipeline
getml.pipeline.scores
getml.predictors
getml.preprocessors
month() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
MultirelModel (class in getml.feature_learning)
MultirelTimeSeries (class in getml.feature_learning)
N
n_bytes() (getml.data.DataFrame method)
n_categorical (getml.data.DataFrame attribute)
n_cols() (getml.data.DataFrame method)
n_join_keys (getml.data.DataFrame attribute)
n_numerical (getml.data.DataFrame attribute)
n_rows() (getml.data.DataFrame method)
n_targets (getml.data.DataFrame attribute)
n_time_stamps (getml.data.DataFrame attribute)
n_unused (getml.data.DataFrame attribute)
n_unused_floats (getml.data.DataFrame attribute)
n_unused_strings (getml.data.DataFrame attribute)
name (getml.hyperopt.GaussianHyperparameterSearch attribute)
(getml.hyperopt.LatinHypercubeSearch attribute)
(getml.hyperopt.RandomSearch attribute)
(getml.pipeline.Pipeline attribute)
nelder_mead (in module getml.hyperopt.optimization)
num_column() (getml.data.DataFrame method)
numerical (in module getml.data.roles)
numerical_names (getml.data.DataFrame attribute)
P
PATH
,
[1]
Pipeline (class in getml.pipeline)
Placeholder (class in getml.data)
precision_recall_curve() (getml.pipeline.Metrics method)
predict() (getml.pipeline.Pipeline method)
R
random (in module getml.hyperopt.burn_in)
random() (getml.data.DataFrame method)
RandomSearch (class in getml.hyperopt)
read_csv() (getml.data.DataFrame method)
(in module getml.database)
read_db() (getml.data.DataFrame method)
read_json() (getml.data.DataFrame method)
read_pandas() (getml.data.DataFrame method)
read_query() (getml.data.DataFrame method)
read_s3() (getml.data.DataFrame method)
(in module getml.database)
refresh() (getml.data.DataFrame method)
(getml.hyperopt.GaussianHyperparameterSearch method)
(getml.hyperopt.LatinHypercubeSearch method)
(getml.hyperopt.RandomSearch method)
(getml.pipeline.Pipeline method)
RelboostModel (class in getml.feature_learning)
RelboostTimeSeries (class in getml.feature_learning)
rmse (in module getml.pipeline.scores)
roc_curve() (getml.pipeline.Metrics method)
roles (getml.data.DataFrame attribute)
round() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
rowid() (getml.data.DataFrame method)
rsquared (in module getml.pipeline.scores)
S
save() (getml.data.DataFrame method)
(getml.pipeline.SQLCode method)
score (getml.hyperopt.GaussianHyperparameterSearch attribute)
(getml.hyperopt.LatinHypercubeSearch attribute)
(getml.hyperopt.RandomSearch attribute)
score() (getml.pipeline.Pipeline method)
Seasonal (class in getml.preprocessors)
second() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
seconds() (in module getml.data.time)
select() (getml.pipeline.Columns method)
set_project() (in module getml.engine)
set_relations() (getml.data.Placeholder method)
set_role() (getml.data.DataFrame method)
set_s3_access_key_id() (in module getml.engine)
set_s3_secret_access_key() (in module getml.engine)
set_unit() (getml.data.DataFrame method)
shape (getml.data.DataFrame attribute)
shutdown() (in module getml.engine)
sin() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
sniff_csv() (in module getml.database)
sniff_s3() (in module getml.database)
SQLCode (class in getml.pipeline)
sqrt() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
stddev() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
string_column() (getml.data.DataFrame method)
StringColumn (class in getml.data.columns)
substr() (getml.data.columns.StringColumn method)
(getml.data.columns.VirtualStringColumn method)
Substring (class in getml.preprocessors)
sum() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
T
tan() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
target (in module getml.data.roles)
target_names (getml.data.DataFrame attribute)
targets (getml.pipeline.Pipeline attribute)
time_stamp (in module getml.data.roles)
time_stamp_names (getml.data.DataFrame attribute)
to_csv() (getml.data.DataFrame method)
to_db() (getml.data.DataFrame method)
to_html() (getml.data.DataFrame method)
to_json() (getml.data.DataFrame method)
to_numpy() (getml.data.columns.FloatColumn method)
(getml.data.columns.StringColumn method)
(getml.data.columns.VirtualBooleanColumn method)
(getml.data.columns.VirtualFloatColumn method)
(getml.data.columns.VirtualStringColumn method)
to_pandas() (getml.data.DataFrame method)
(getml.pipeline.Columns method)
(getml.pipeline.Features method)
to_placeholder() (getml.data.DataFrame method)
to_s3() (getml.data.DataFrame method)
to_sql() (getml.pipeline.Features method)
to_str() (getml.pipeline.SQLCode method)
transform() (getml.pipeline.Pipeline method)
tune_feature_learners() (in module getml.hyperopt)
tune_predictors() (in module getml.hyperopt)
type (getml.hyperopt.GaussianHyperparameterSearch attribute)
(getml.hyperopt.LatinHypercubeSearch attribute)
(getml.hyperopt.RandomSearch attribute)
U
unused_float (in module getml.data.roles)
unused_float_names (getml.data.DataFrame attribute)
unused_names (getml.data.DataFrame attribute)
unused_string (in module getml.data.roles)
unused_string_names (getml.data.DataFrame attribute)
update() (getml.data.columns.FloatColumn method)
(getml.data.columns.StringColumn method)
(getml.data.columns.VirtualFloatColumn method)
(getml.data.columns.VirtualStringColumn method)
V
validate() (getml.feature_learning.MultirelModel method)
(getml.feature_learning.MultirelTimeSeries method)
(getml.feature_learning.RelboostModel method)
(getml.feature_learning.RelboostTimeSeries method)
(getml.hyperopt.GaussianHyperparameterSearch method)
(getml.hyperopt.LatinHypercubeSearch method)
(getml.hyperopt.RandomSearch method)
(getml.pipeline.Pipeline method)
(getml.predictors.LinearRegression method)
(getml.predictors.LogisticRegression method)
(getml.predictors.XGBoostClassifier method)
(getml.predictors.XGBoostRegressor method)
var() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
VirtualBooleanColumn (class in getml.data.columns)
VirtualFloatColumn (class in getml.data.columns)
VirtualStringColumn (class in getml.data.columns)
W
weekday() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
weeks() (in module getml.data.time)
where() (getml.data.DataFrame method)
X
XGBoostClassifier (class in getml.predictors)
XGBoostRegressor (class in getml.predictors)
Y
year() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)
yearday() (getml.data.columns.FloatColumn method)
(getml.data.columns.VirtualFloatColumn method)