Index

A

add_column() (ddf_library.ddf.DDF method) agg() (ddf_library.bases.groupby.GroupedDDF method)

AssociationRules (class in ddf_library.functions.ml.fpm) avg() (ddf_library.bases.groupby.GroupedDDF method)

B

balancer() (ddf_library.ddf.DDF method)

Binarizer (class in ddf_library.functions.ml.feature) BinaryClassificationMetrics (class in ddf_library.functions.ml.evaluation)

C

cache() (ddf_library.ddf.DDF method) cast() (ddf_library.ddf.DDF method) check_fitted_model() (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.Binarizer method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.IndexToString method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.PolynomialExpansion method) (ddf_library.functions.ml.feature.RemoveStopWords method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.fpm.AssociationRules method) (ddf_library.functions.ml.fpm.FPGrowth method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method)

columns() (ddf_library.ddf.DDF method) COMPSsContext (class in ddf_library.context) compute_cost() (ddf_library.functions.ml.clustering.Kmeans method) context_status() (ddf_library.context.COMPSsContext static method) correlation() (ddf_library.ddf.DDF method) count() (ddf_library.bases.groupby.GroupedDDF method) count_rows() (ddf_library.ddf.DDF method) CountVectorizer (class in ddf_library.functions.ml.feature) covariance() (ddf_library.ddf.DDF method) cross_join() (ddf_library.ddf.DDF method) cross_tab() (ddf_library.ddf.DDF method) crst_transform() (ddf_library.ddf.DDF method) csv() (ddf_library.bases.data_reader.DataReader static method) (ddf_library.bases.data_saver.Save static method)

D

DataReader (class in ddf_library.bases.data_reader) DDF (class in ddf_library.ddf) ddf_library (module) ddf_library.bases.data_reader (module) ddf_library.bases.data_saver (module) ddf_library.bases.groupby (module) ddf_library.context (module) ddf_library.ddf (module) ddf_library.functions.graph (module) ddf_library.functions.ml.classification (module)

ddf_library.functions.ml.clustering (module) ddf_library.functions.ml.evaluation (module) ddf_library.functions.ml.feature (module) ddf_library.functions.ml.fpm (module) ddf_library.functions.ml.regression (module) describe() (ddf_library.ddf.DDF method) distinct() (ddf_library.ddf.DDF method) drop() (ddf_library.ddf.DDF method) drop_duplicates() (ddf_library.ddf.DDF method) dropna() (ddf_library.ddf.DDF method) dtypes() (ddf_library.ddf.DDF method)

E

except_all() (ddf_library.ddf.DDF method)

explode() (ddf_library.ddf.DDF method) export_ddf() (ddf_library.ddf.DDF method)

F

fillna() (ddf_library.ddf.DDF method) filter() (ddf_library.ddf.DDF method) first() (ddf_library.bases.groupby.GroupedDDF method) fit() (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method)

fit_transform() (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.fpm.AssociationRules method) (ddf_library.functions.ml.fpm.FPGrowth method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method) FPGrowth (class in ddf_library.functions.ml.fpm) freq_items() (ddf_library.ddf.DDF method)

G

GaussianNB (class in ddf_library.functions.ml.classification) GDRegressor (class in ddf_library.functions.ml.regression) geo_within() (ddf_library.ddf.DDF method) get_metrics() (ddf_library.functions.ml.evaluation.BinaryClassificationMetrics method) (ddf_library.functions.ml.evaluation.MultilabelMetrics method) (ddf_library.functions.ml.evaluation.RegressionMetrics method)

group_by() (ddf_library.ddf.DDF method) GroupedDDF (class in ddf_library.bases.groupby)

H

hash_partition() (ddf_library.ddf.DDF method)

I

import_compss_data() (ddf_library.context.COMPSsContext static method) IndexToString (class in ddf_library.functions.ml.feature)

intersect() (ddf_library.ddf.DDF method) intersect_all() (ddf_library.ddf.DDF method)

J

join() (ddf_library.ddf.DDF method)

json() (ddf_library.bases.data_reader.DataReader static method) (ddf_library.bases.data_saver.Save static method)

K

Kmeans (class in ddf_library.functions.ml.clustering)

KNearestNeighbors (class in ddf_library.functions.ml.classification) kolmogorov_smirnov_one_sample() (ddf_library.ddf.DDF method)

L

last() (ddf_library.bases.groupby.GroupedDDF method) list() (ddf_library.bases.groupby.GroupedDDF method) load_model() (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.Binarizer method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.IndexToString method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.PolynomialExpansion method) (ddf_library.functions.ml.feature.RemoveStopWords method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.fpm.AssociationRules method) (ddf_library.functions.ml.fpm.FPGrowth method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method)

LogisticRegression (class in ddf_library.functions.ml.classification)

M

map() (ddf_library.ddf.DDF method) max() (ddf_library.bases.groupby.GroupedDDF method) MaxAbsScaler (class in ddf_library.functions.ml.feature)

mean() (ddf_library.bases.groupby.GroupedDDF method) min() (ddf_library.bases.groupby.GroupedDDF method) MinMaxScaler (class in ddf_library.functions.ml.feature) MultilabelMetrics (class in ddf_library.functions.ml.evaluation)

N

NGram (class in ddf_library.functions.ml.feature)

num_of_partitions() (ddf_library.ddf.DDF method)

O

OneHotEncoder (class in ddf_library.functions.ml.feature)

OrdinaryLeastSquares (class in ddf_library.functions.ml.regression)

P

PageRank (class in ddf_library.functions.graph) parallelize() (ddf_library.context.COMPSsContext static method) parquet() (ddf_library.bases.data_reader.DataReader static method) (ddf_library.bases.data_saver.Save static method)

PCA (class in ddf_library.functions.ml.feature) persist() (ddf_library.ddf.DDF method) pickle() (ddf_library.bases.data_saver.Save static method) PolynomialExpansion (class in ddf_library.functions.ml.feature)

R

range_partition() (ddf_library.ddf.DDF method) RegexTokenizer (class in ddf_library.functions.ml.feature) RegressionMetrics (class in ddf_library.functions.ml.evaluation)

RemoveStopWords (class in ddf_library.functions.ml.feature) rename() (ddf_library.ddf.DDF method) repartition() (ddf_library.ddf.DDF method) replace() (ddf_library.ddf.DDF method)

S

sample() (ddf_library.ddf.DDF method) Save (class in ddf_library.bases.data_saver) save_model() (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.Binarizer method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.IndexToString method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.PolynomialExpansion method) (ddf_library.functions.ml.feature.RemoveStopWords method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.fpm.AssociationRules method) (ddf_library.functions.ml.fpm.FPGrowth method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method)

schema() (ddf_library.ddf.DDF method) select() (ddf_library.ddf.DDF method) select_expression() (ddf_library.ddf.DDF method) set() (ddf_library.bases.groupby.GroupedDDF method) set_log() (ddf_library.context.COMPSsContext method) set_max_rules() (ddf_library.functions.ml.fpm.AssociationRules method) set_min_confidence() (ddf_library.functions.ml.fpm.AssociationRules method) shapefile() (ddf_library.bases.data_reader.DataReader static method) show() (ddf_library.ddf.DDF method) show_tasks() (ddf_library.context.COMPSsContext method) sort() (ddf_library.ddf.DDF method) split() (ddf_library.ddf.DDF method) StandardScaler (class in ddf_library.functions.ml.feature) start_monitor() (ddf_library.context.COMPSsContext method) stop() (ddf_library.context.COMPSsContext static method) stopwords_from_ddf() (ddf_library.functions.ml.feature.RemoveStopWords method) StringIndexer (class in ddf_library.functions.ml.feature) subtract() (ddf_library.ddf.DDF method) sum() (ddf_library.bases.groupby.GroupedDDF method) SVM (class in ddf_library.functions.ml.classification)

T

take() (ddf_library.ddf.DDF method) TfidfVectorizer (class in ddf_library.functions.ml.feature) to_df() (ddf_library.ddf.DDF method) Tokenizer (class in ddf_library.functions.ml.feature) transform() (ddf_library.functions.graph.PageRank method) (ddf_library.functions.ml.classification.GaussianNB method) (ddf_library.functions.ml.classification.KNearestNeighbors method) (ddf_library.functions.ml.classification.LogisticRegression method) (ddf_library.functions.ml.classification.SVM method) (ddf_library.functions.ml.clustering.Kmeans method) (ddf_library.functions.ml.feature.Binarizer method) (ddf_library.functions.ml.feature.CountVectorizer method) (ddf_library.functions.ml.feature.IndexToString method) (ddf_library.functions.ml.feature.MaxAbsScaler method) (ddf_library.functions.ml.feature.MinMaxScaler method) (ddf_library.functions.ml.feature.NGram method) (ddf_library.functions.ml.feature.OneHotEncoder method) (ddf_library.functions.ml.feature.PCA method) (ddf_library.functions.ml.feature.PolynomialExpansion method) (ddf_library.functions.ml.feature.RegexTokenizer method) (ddf_library.functions.ml.feature.RemoveStopWords method) (ddf_library.functions.ml.feature.StandardScaler method) (ddf_library.functions.ml.feature.StringIndexer method) (ddf_library.functions.ml.feature.TfidfVectorizer method) (ddf_library.functions.ml.feature.Tokenizer method) (ddf_library.functions.ml.regression.GDRegressor method) (ddf_library.functions.ml.regression.OrdinaryLeastSquares method)

U

union() (ddf_library.ddf.DDF method)

union_by_name() (ddf_library.ddf.DDF method) unpersist() (ddf_library.ddf.DDF method)