Index

_

__add__() (nzpyida.frame.IdaDataFrame method) __delitem__() (nzpyida.frame.IdaDataFrame method) __div__() (nzpyida.frame.IdaDataFrame method) __eq__() (nzpyida.frame.IdaDataFrame method) __floordiv__() (nzpyida.frame.IdaDataFrame method) __ge__() (nzpyida.frame.IdaDataFrame method) __getitem__() (nzpyida.frame.IdaDataFrame method) __gt__() (nzpyida.frame.IdaDataFrame method) __init__() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method) (nzpyida.geo_frame.IdaGeoDataFrame method) (nzpyida.geo_series.IdaGeoSeries method) __iter__() (nzpyida.frame.IdaDataFrame method) __le__() (nzpyida.frame.IdaDataFrame method) __len__() (nzpyida.frame.IdaDataFrame method) __lt__() (nzpyida.frame.IdaDataFrame method)

__mod__() (nzpyida.frame.IdaDataFrame method) __mul__() (nzpyida.frame.IdaDataFrame method) __ne__() (nzpyida.frame.IdaDataFrame method) __neg__() (nzpyida.frame.IdaDataFrame method) __pow__() (nzpyida.frame.IdaDataFrame method) __radd__() (nzpyida.frame.IdaDataFrame method) __rdiv__() (nzpyida.frame.IdaDataFrame method) __rfloordiv__() (nzpyida.frame.IdaDataFrame method) __rmod__() (nzpyida.frame.IdaDataFrame method) __rmul__() (nzpyida.frame.IdaDataFrame method) __rpos__() (nzpyida.frame.IdaDataFrame method) __rpow__() (nzpyida.frame.IdaDataFrame method) __rsub__() (nzpyida.frame.IdaDataFrame method) __rtruediv__() (nzpyida.frame.IdaDataFrame method) __setitem__() (nzpyida.frame.IdaDataFrame method) __sub__() (nzpyida.frame.IdaDataFrame method) __truediv__() (nzpyida.frame.IdaDataFrame method)

A

add_column_id() (nzpyida.base.IdaDataBase method) aggregate_idadf() (nzpyida.aggregation method) anova_crd_test() (in module nzpyida.analytics.exploration.relation_identification) anova_rbd_test() (in module nzpyida.analytics.exploration.relation_identification) append() (nzpyida.base.IdaDataBase method)

apply() (nzpyida.analytics.transform.discretization.Discretization method) area() (nzpyida.geo_series.IdaGeoSeries method) ARule (class in nzpyida.analytics.predictive.association_rules) as_dataframe() (nzpyida.frame.IdaDataFrame method) as_idadataframe() (nzpyida.base.IdaDataBase method) axes (nzpyida.frame.IdaDataFrame attribute)

B

BernoulliRegressor (class in nzpyida.analytics.predictive.glm) BinaryTreeBayesNetwork (class in nzpyida.analytics.predictive.bayesian_networks) BinomialRegressor (class in nzpyida.analytics.predictive.glm)

BisectingKMeans (class in nzpyida.analytics.predictive.bisecting_kmeans) bitable() (in module nzpyida.analytics.exploration.distribution) boundary() (nzpyida.geo_series.IdaGeoSeries method) buffer() (nzpyida.geo_series.IdaGeoSeries method)

C

canonical_corr() (in module nzpyida.analytics.exploration.relation_identification) centroid() (nzpyida.geo_series.IdaGeoSeries method) chisq() (in module nzpyida.analytics.exploration.relation_identification) Classification (class in nzpyida.analytics.predictive.classification) close() (nzpyida.base.IdaDataBase method) columns (nzpyida.frame.IdaDataFrame attribute) commit() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method) concat() (nzpyida.join_tables method) conf_matrix() (nzpyida.analytics.predictive.classification.Classification method) (nzpyida.analytics.predictive.knn.KNeighborsClassifier method) contains() (nzpyida.geo_frame.IdaGeoDataFrame method)

convex_hull() (nzpyida.geo_series.IdaGeoSeries method) coord_dim() (nzpyida.geo_series.IdaGeoSeries method) corr() (in module nzpyida.analytics.exploration.relation_identification) (nzpyida.frame.IdaDataFrame method) count() (nzpyida.frame.IdaDataFrame method) (nzpyida.groupby.IdaDataFrameGroupBy method) count_distinct() (nzpyida.frame.IdaDataFrame method) cov() (in module nzpyida.analytics.exploration.relation_identification) (nzpyida.frame.IdaDataFrame method) covariance_matrix() (in module nzpyida.analytics.exploration.relation_identification) cross_validation() (nzpyida.analytics.predictive.classification.Classification method) crosses() (nzpyida.geo_frame.IdaGeoDataFrame method) current_schema() (nzpyida.base.IdaDataBase method)

D

DecisionTreeClassifier (class in nzpyida.analytics.predictive.decision_trees) DecisionTreeRegressor (class in nzpyida.analytics.predictive.regression_trees) delete_column() (nzpyida.base.IdaDataBase method) delete_na() (nzpyida.frame.IdaDataFrame method) describe() (nzpyida.analytics.predictive.predictive_modeling.PredictiveModeling method) (nzpyida.frame.IdaDataFrame method) difference() (nzpyida.geo_frame.IdaGeoDataFrame method)

dimension() (nzpyida.geo_series.IdaGeoSeries method) Discretization (class in nzpyida.analytics.transform.discretization) disjoint() (nzpyida.geo_frame.IdaGeoDataFrame method) distance() (nzpyida.geo_frame.IdaGeoDataFrame method) drop_model() (nzpyida.base.IdaDataBase method) drop_table() (nzpyida.base.IdaDataBase method) drop_view() (nzpyida.base.IdaDataBase method) dtypes (nzpyida.frame.IdaDataFrame attribute)

E

ef_disc() (in module nzpyida.analytics.transform.discretization) EFDisc (class in nzpyida.analytics.transform.discretization) em_disc() (in module nzpyida.analytics.transform.discretization) EMDisc (class in nzpyida.analytics.transform.discretization) empty (nzpyida.frame.IdaDataFrame attribute) end_point() (nzpyida.geo_series.IdaGeoSeries method) envelope() (nzpyida.geo_series.IdaGeoSeries method) equals() (nzpyida.geo_frame.IdaGeoDataFrame method)

Error (class in nzpyida.exceptions) ew_disc() (in module nzpyida.analytics.transform.discretization) EWDisc (class in nzpyida.analytics.transform.discretization) exists() (nzpyida.frame.IdaDataFrame method) exists_model() (nzpyida.base.IdaDataBase method) exists_table() (nzpyida.base.IdaDataBase method) exists_table_or_view() (nzpyida.base.IdaDataBase method) exists_view() (nzpyida.base.IdaDataBase method) exterior_ring() (nzpyida.geo_series.IdaGeoSeries method)

F

FilterQuery (class in nzpyida.filtering) fit() (nzpyida.analytics.predictive.association_rules.ARule method) (nzpyida.analytics.predictive.bayesian_networks.MultiTreeBayesNetwork method) (nzpyida.analytics.predictive.bayesian_networks.TreeAgumentedNetwork method) (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork method) (nzpyida.analytics.predictive.bisecting_kmeans.BisectingKMeans method) (nzpyida.analytics.predictive.decision_trees.DecisionTreeClassifier method) (nzpyida.analytics.predictive.glm.GLM method) (nzpyida.analytics.predictive.kmeans.KMeans method) (nzpyida.analytics.predictive.knn.KNeighborsClassifier method) (nzpyida.analytics.predictive.linear_regression.LinearRegression method) (nzpyida.analytics.predictive.naive_bayes.NaiveBayesClassifier method) (nzpyida.analytics.predictive.regression_trees.DecisionTreeRegressor method) (nzpyida.analytics.predictive.two_step_clustering.TwoStepClustering method) (nzpyida.analytics.transform.discretization.Discretization method)

fit_predict() (nzpyida.analytics.predictive.timeseries.TimeSeries method) from_IdaDataFrame() (nzpyida.geo_frame.IdaGeoDataFrame class method)

G

GammaRegressor (class in nzpyida.analytics.predictive.glm) GaussianRegressor (class in nzpyida.analytics.predictive.glm) geometry (nzpyida.geo_frame.IdaGeoDataFrame attribute) geometry_type() (nzpyida.geo_series.IdaGeoSeries method) get_primary_key() (nzpyida.frame.IdaDataFrame method)

GLM (class in nzpyida.analytics.predictive.glm) groupby() (nzpyida.frame.IdaDataFrame method) grow() (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork1G method) (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork1G2P method) (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork2G method)

H

head() (nzpyida.frame.IdaDataFrame method)

histogram() (in module nzpyida.analytics.exploration.distribution)

I

ida_query() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method) ida_scalar_query() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method) IdaAssociationRulesError (class in nzpyida.exceptions) IdaDataBase (class in nzpyida.base) IdaDataBaseError (class in nzpyida.exceptions) IdaDataFrame (class in nzpyida.frame) IdaDataFrameError (class in nzpyida.exceptions) IdaDataFrameGroupBy (class in nzpyida.groupby) IdaGeoDataFrame (class in nzpyida.geo_frame) IdaGeoSeries (class in nzpyida.geo_series) IdaKMeansError (class in nzpyida.exceptions) IdaNaiveBayesError (class in nzpyida.exceptions) impute_data() (in module nzpyida.analytics.transform.preparation)

index (nzpyida.frame.IdaDataFrame attribute) indexer (nzpyida.frame.IdaDataFrame attribute) internal_state (nzpyida.frame.IdaDataFrame attribute) intersection() (nzpyida.geo_frame.IdaGeoDataFrame method) intersects() (nzpyida.geo_frame.IdaGeoDataFrame method) is_3d() (nzpyida.geo_series.IdaGeoSeries method) is_closed() (nzpyida.geo_series.IdaGeoSeries method) is_empty() (nzpyida.geo_series.IdaGeoSeries method) is_measured() (nzpyida.geo_series.IdaGeoSeries method) is_model() (nzpyida.base.IdaDataBase method) is_simple() (nzpyida.geo_series.IdaGeoSeries method) is_table() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method) is_table_or_view() (nzpyida.base.IdaDataBase method) is_view() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method)

J

join() (nzpyida.frame.IdaDataFrame method)

K

KMeans (class in nzpyida.analytics.predictive.kmeans)

KNeighborsClassifier (class in nzpyida.analytics.predictive.knn)

L

length() (nzpyida.geo_series.IdaGeoSeries method)

LinearRegression (class in nzpyida.analytics.predictive.linear_regression) Loc (class in nzpyida.indexing)

M

mad() (nzpyida.frame.IdaDataFrame method) manova_one_way_test() (in module nzpyida.analytics.exploration.relation_identification) manova_two_way_test() (in module nzpyida.analytics.exploration.relation_identification) max() (nzpyida.frame.IdaDataFrame method) (nzpyida.groupby.IdaDataFrameGroupBy method) max_m() (nzpyida.geo_series.IdaGeoSeries method) max_x() (nzpyida.geo_series.IdaGeoSeries method) max_y() (nzpyida.geo_series.IdaGeoSeries method) max_z() (nzpyida.geo_series.IdaGeoSeries method) mbr() (nzpyida.geo_series.IdaGeoSeries method) mbr_intersects() (nzpyida.geo_frame.IdaGeoDataFrame method) mean() (nzpyida.frame.IdaDataFrame method) (nzpyida.groupby.IdaDataFrameGroupBy method) median() (nzpyida.frame.IdaDataFrame method) merge() (nzpyida.frame.IdaDataFrame method) min() (nzpyida.frame.IdaDataFrame method) (nzpyida.groupby.IdaDataFrameGroupBy method) min_m() (nzpyida.geo_series.IdaGeoSeries method) min_x() (nzpyida.geo_series.IdaGeoSeries method) min_y() (nzpyida.geo_series.IdaGeoSeries method) min_z() (nzpyida.geo_series.IdaGeoSeries method) module nzpyida.analytics.exploration.distribution nzpyida.analytics.exploration.relation_identification nzpyida.analytics.predictive.association_rules nzpyida.analytics.predictive.bayesian_networks nzpyida.analytics.predictive.bisecting_kmeans nzpyida.analytics.predictive.classification nzpyida.analytics.predictive.decision_trees nzpyida.analytics.predictive.glm nzpyida.analytics.predictive.kmeans nzpyida.analytics.predictive.knn nzpyida.analytics.predictive.linear_regression nzpyida.analytics.predictive.naive_bayes nzpyida.analytics.predictive.predictive_modeling nzpyida.analytics.predictive.regression nzpyida.analytics.predictive.regression_trees nzpyida.analytics.predictive.timeseries nzpyida.analytics.predictive.two_step_clustering nzpyida.analytics.transform.discretization nzpyida.analytics.transform.preparation

moments() (in module nzpyida.analytics.exploration.distribution) MultiTreeBayesNetwork (class in nzpyida.analytics.predictive.bayesian_networks) mutual_info() (in module nzpyida.analytics.exploration.relation_identification) mww_test() (in module nzpyida.analytics.exploration.relation_identification)

N

NaiveBayesClassifier (class in nzpyida.analytics.predictive.naive_bayes) NegativeBinomialRegressor (class in nzpyida.analytics.predictive.glm) num_geometries() (nzpyida.geo_series.IdaGeoSeries method) num_interior_ring() (nzpyida.geo_series.IdaGeoSeries method) num_points() (nzpyida.geo_series.IdaGeoSeries method) nzpyida.analytics.exploration.distribution module nzpyida.analytics.exploration.relation_identification module nzpyida.analytics.predictive.association_rules module nzpyida.analytics.predictive.bayesian_networks module nzpyida.analytics.predictive.bisecting_kmeans module nzpyida.analytics.predictive.classification module nzpyida.analytics.predictive.decision_trees module nzpyida.analytics.predictive.glm module

nzpyida.analytics.predictive.kmeans module nzpyida.analytics.predictive.knn module nzpyida.analytics.predictive.linear_regression module nzpyida.analytics.predictive.naive_bayes module nzpyida.analytics.predictive.predictive_modeling module nzpyida.analytics.predictive.regression module nzpyida.analytics.predictive.regression_trees module nzpyida.analytics.predictive.timeseries module nzpyida.analytics.predictive.two_step_clustering module nzpyida.analytics.transform.discretization module nzpyida.analytics.transform.preparation module

O

outliers() (in module nzpyida.analytics.exploration.distribution)

overlaps() (nzpyida.geo_frame.IdaGeoDataFrame method)

P

perimeter() (nzpyida.geo_series.IdaGeoSeries method) pivot_table() (nzpyida.frame.IdaDataFrame method) PoissonRegressor (class in nzpyida.analytics.predictive.glm) predict() (nzpyida.analytics.predictive.association_rules.ARule method) (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork method) (nzpyida.analytics.predictive.bisecting_kmeans.BisectingKMeans method) (nzpyida.analytics.predictive.classification.Classification method) (nzpyida.analytics.predictive.decision_trees.DecisionTreeClassifier method) (nzpyida.analytics.predictive.glm.GLM method) (nzpyida.analytics.predictive.kmeans.KMeans method) (nzpyida.analytics.predictive.knn.KNeighborsClassifier method) (nzpyida.analytics.predictive.naive_bayes.NaiveBayesClassifier method) (nzpyida.analytics.predictive.regression.Regression method) (nzpyida.analytics.predictive.regression_trees.DecisionTreeRegressor method) (nzpyida.analytics.predictive.two_step_clustering.TwoStepClustering method)

PredictiveModeling (class in nzpyida.analytics.predictive.predictive_modeling) PrimaryKeyError (class in nzpyida.exceptions)

Q

quantile() (in module nzpyida.analytics.exploration.distribution) (nzpyida.frame.IdaDataFrame method)

query (nzpyida.filtering.FilterQuery property)

R

random_sample() (in module nzpyida.analytics.transform.preparation) reconnect() (nzpyida.base.IdaDataBase method) Regression (class in nzpyida.analytics.predictive.regression)

rename() (nzpyida.base.IdaDataBase method) rollback() (nzpyida.base.IdaDataBase method) (nzpyida.frame.IdaDataFrame method)

S

save_as() (nzpyida.frame.IdaDataFrame method) score() (nzpyida.analytics.predictive.bayesian_networks.TreeBayesNetwork method) (nzpyida.analytics.predictive.bisecting_kmeans.BisectingKMeans method) (nzpyida.analytics.predictive.classification.Classification method) (nzpyida.analytics.predictive.kmeans.KMeans method) (nzpyida.analytics.predictive.knn.KNeighborsClassifier method) (nzpyida.analytics.predictive.regression.Regression method) (nzpyida.analytics.predictive.two_step_clustering.TwoStepClustering method) score_all() (nzpyida.analytics.predictive.regression.Regression method) set_autocommit() (in module nzpyida.utils) set_geometry() (nzpyida.geo_frame.IdaGeoDataFrame method)

set_verbose() (in module nzpyida.utils) shape (nzpyida.frame.IdaDataFrame attribute) show_models() (nzpyida.base.IdaDataBase method) show_tables() (nzpyida.base.IdaDataBase method) sort() (nzpyida.frame.IdaDataFrame method) spearman_corr() (in module nzpyida.analytics.exploration.relation_identification) srid() (nzpyida.geo_series.IdaGeoSeries method) start_point() (nzpyida.geo_series.IdaGeoSeries method) std() (nzpyida.frame.IdaDataFrame method) std_norm() (in module nzpyida.analytics.transform.preparation) sum() (nzpyida.frame.IdaDataFrame method) (nzpyida.groupby.IdaDataFrameGroupBy method)

T

t_ls_test() (in module nzpyida.analytics.exploration.relation_identification) t_me_test() (in module nzpyida.analytics.exploration.relation_identification) t_pmd_test() (in module nzpyida.analytics.exploration.relation_identification) t_umd_test() (in module nzpyida.analytics.exploration.relation_identification) tail() (nzpyida.frame.IdaDataFrame method) TimeSeries (class in nzpyida.analytics.predictive.timeseries) touches() (nzpyida.geo_frame.IdaGeoDataFrame method) train_test_split() (in module nzpyida.analytics.transform.preparation)

TreeAgumentedNetwork (class in nzpyida.analytics.predictive.bayesian_networks) TreeBayesNetwork (class in nzpyida.analytics.predictive.bayesian_networks) TreeBayesNetwork1G (class in nzpyida.analytics.predictive.bayesian_networks) TreeBayesNetwork1G2P (class in nzpyida.analytics.predictive.bayesian_networks) TreeBayesNetwork2G (class in nzpyida.analytics.predictive.bayesian_networks) TreeBayesNetworkBase (class in nzpyida.analytics.predictive.bayesian_networks) TwoStepClustering (class in nzpyida.analytics.predictive.two_step_clustering) type (nzpyida.frame.IdaDataFrame attribute)

U

union() (nzpyida.geo_frame.IdaGeoDataFrame method)

unitable() (in module nzpyida.analytics.exploration.distribution)

V

var() (nzpyida.frame.IdaDataFrame method)

W

WaldRegressor (class in nzpyida.analytics.predictive.glm)

wilcoxon_test() (in module nzpyida.analytics.exploration.relation_identification) within() (nzpyida.geo_frame.IdaGeoDataFrame method)

X

x() (nzpyida.geo_series.IdaGeoSeries method)

Y

y() (nzpyida.geo_series.IdaGeoSeries method)

Z

z() (nzpyida.geo_series.IdaGeoSeries method)