Index

_

__init__() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [29], [30], [31], [32], [33], [34], [35], [36], [37], [38], [39], [40], [41], [42], [43], [44], [45], [46], [47], [48], [49], [50], [51], [52], [53], [54] (trustedanalytics.CsvFile method) (trustedanalytics.HBaseTable method) (trustedanalytics.HiveQuery method) (trustedanalytics.JdbcTable method) (trustedanalytics.JsonFile method) (trustedanalytics.LineFile method) (trustedanalytics.Pandas method) (trustedanalytics.UploadRows method) (trustedanalytics.XmlFile method)

A

add_columns() (built-in function), [1], [2] add_edges() (built-in function) add_vertices() (built-in function) Adjacency List administration Aggregation Function Alpha Alternating Least Squares annotate_degrees() (built-in function) annotate_weighted_degrees() (built-in function)

API Maturity Tags append() (built-in function) ArimaModel (built-in class) ArimaxModel (built-in class) Arity ArxModel (built-in class) ASCII assign_sample() (built-in function), [1], [2] Average Path Length

B

Bayesian Inference Belief Propagation Beta Bias vs Variance Bias-variance trade-off

bin_column() (built-in function), [1], [2] bin_column_equal_depth() (built-in function), [1], [2] bin_column_equal_width() (built-in function), [1], [2] box_cox() (built-in function), [1], [2]

C

categorical_summary() (built-in function), [1], [2] Central Tendency Centrality (Katz) (PageRank) Character-Separated Values characters special Classification classification_metrics() (built-in function), [1], [2] Clustering clustering_coefficient() (built-in function) Collaborative Clustering Collaborative Filtering CollaborativeFilteringModel (built-in class) column names column_median() (built-in function), [1], [2] column_mode() (built-in function), [1], [2] column_names, [1], [2] column_summary_statistics() (built-in function), [1], [2] Comma-Separated Variables Community Structure Detection

Confusion Matrices Confusion Matrix Conjugate Gradient Descent connect connect() (in module trustedanalytics) Connected Component Convergence copy() (built-in function), [1], [2], [3] correlation() (built-in function), [1], [2] correlation_matrix() (built-in function), [1], [2] count() (built-in function), [1], [2] covariance() (built-in function), [1], [2] covariance_matrix() (built-in function), [1], [2] CoxPhModel (built-in class) CSV CsvFile (class in trustedanalytics) cumulative_percent() (built-in function), [1], [2] cumulative_sum() (built-in function), [1], [2]

D

daal_covariance_matrix() (built-in function), [1], [2] DaalKMeansModel (built-in class) DaalLinearRegressionModel (built-in class) DaalNaiveBayesModel (built-in class) DaalPrincipalComponentsModel (built-in class) data type define_edge_type() (built-in function) define_vertex_type() (built-in function) Degree Deprecated develop

Directed Acyclic Graph (DAG) dot_product() (built-in function), [1], [2] download() (built-in function), [1], [2] drop() (built-in function) drop_columns() (built-in function), [1], [2] drop_duplicates() (built-in function), [1], [2] drop_frames() (built-in function) drop_graphs() (built-in function) drop_models() (built-in function) drop_rows() (built-in function), [1], [2]

E

ECDF ecdf() (built-in function), [1], [2] Eclipse Edge edge_count EdgeFrame (built-in class) edges Empirical Cumulative Distribution enhance entropy() (built-in function), [1], [2] Enumerate

Equal Depth Binning Equal Width Binning export_to_csv() (built-in function), [1], [2] export_to_hbase() (built-in function), [1], [2] export_to_hive() (built-in function), [1], [2] export_to_jdbc() (built-in function), [1], [2] export_to_json() (built-in function), [1], [2] export_to_orientdb() (built-in function) extend extending, development Extract, Transform, and Load

F

F-Measure F-Score F1 Score field_names (trustedanalytics.CsvFile attribute) (trustedanalytics.Pandas attribute) field_types (trustedanalytics.CsvFile attribute) (trustedanalytics.Pandas attribute)

filter() (built-in function), [1], [2] flatten_columns() (built-in function), [1], [2] float32 float64 Frame (built-in class) (capital F)

G

GaBP Gaussian Belief Propagation Gaussian Distribution Gaussian Random Fields get_error_frame() (built-in function), [1], [2] get_frame() (built-in function) get_frame_names() (built-in function) get_graph() (built-in function) get_graph_names() (built-in function) get_model() (built-in function) get_model_names() (built-in function)

Global Clustering Coefficient GmmModel (built-in class) Graph (built-in class) Graph Analytics Graph Database Directions Graph Element graphx_connected_components() (built-in function) graphx_label_propagation() (built-in function) graphx_pagerank() (built-in function) graphx_triangle_count() (built-in function) group_by() (built-in function), [1], [2]

H

HBase HBaseTable (class in trustedanalytics)

histogram() (built-in function), [1], [2] HiveQuery (class in trustedanalytics) Hyperparameter

I

IDE, [1], [2] importing inspect() (built-in function), [1], [2] int32

int64 IntelliJ Ising Smoothing Parameter

J

JdbcTable (class in trustedanalytics) join() (built-in function), [1], [2]

JSON JsonFile (class in trustedanalytics)

K

K-S Test Katz Centrality

kclique_percolation() (built-in function) KMeansModel (built-in class)

L

Label Propagation label_propagation() (built-in function) Labeled Data vs Unlabeled Data Lambda Lambda Function LassoModel (built-in class) last_read_date, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27] Latent Dirichlet Allocation LdaModel (built-in class)

Least Squares LibsvmModel (built-in class) LinearRegressionModel (built-in class) LineFile (class in trustedanalytics) Local Clustering Coefficient LogisticRegressionModel (built-in class) Loopy Belief Propagation loopy_belief_propagation() (built-in function)

M

Machine Learning MapReduce

Markov Random Fields MaxModel (built-in class)

N

NaiveBayesModel (built-in class) name, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27]

Normal Distribution

O

OLAP

OLTP

P

PageRank PageRank Centrality Pandas (class in trustedanalytics) plugin PowerIterationClusteringModel (built-in class) Precision/Recall predict() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23]

PrincipalComponentsModel (built-in class) Property Map publish() (built-in function), [1], [2], [3], [4], [5], [6], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18] PyCharm Python, [1], [2] Python User-defined Function

Q

Quantile

quantiles() (built-in function), [1], [2]

R

RandomForestClassifierModel (built-in class) RandomForestRegressorModel (built-in class) RDF Receiver Operating Characteristic recommend() (built-in function) Recommendation Systems rename_columns() (built-in function), [1], [2]

Resource Description Framework REST, [1] reverse_box_cox() (built-in function), [1], [2] ROC Row Functions row_count, [1], [2]

S

Schema schema, [1], [2] score() (built-in function), [1] Semi-Supervised Learning Simple Random Sampling Smoothing sort() (built-in function), [1], [2] sorted_k() (built-in function), [1], [2]

special characters status, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27] Stratified Sampling Superstep Supersteps Supervised Learning SvmModel (built-in class)

T

Tab-Separated Variables take() (built-in function), [1], [2] tally() (built-in function), [1], [2] tally_percent() (built-in function), [1], [2] test() (built-in function), [1], [3], [4], [5], [6], [7], [8], [9] timeseries_augmented_dickey_fuller_test() (built-in function), [1], [2] timeseries_breusch_godfrey_test() (built-in function), [1], [2] timeseries_breusch_pagan_test() (built-in function), [1], [2] timeseries_durbin_watson_test() (built-in function), [1], [2]

timeseries_from_observations() (built-in function), [1], [2] timeseries_slice() (built-in function), [1], [2] top_k() (built-in function), [1], [2] Topic Modeling train() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21] Transaction Processing Transactional Functionality type data

U

UDF, [1] Undirected Graph unflatten_columns() (built-in function), [1], [2]

Unicode Unsupervised Learning UploadRows (class in trustedanalytics)

V

Vertex Vertex Degree Vertex Degree Distribution vertex_count

VertexFrame (built-in class) Vertices vertices

X

XmlFile (class in trustedanalytics)