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], [28], [29], [30], [31] (trustedanalytics.CsvFile method) (trustedanalytics.HBaseTable method) (trustedanalytics.HiveQuery method) (trustedanalytics.JdbcTable method) (trustedanalytics.JsonFile method) (trustedanalytics.LineFile method) (trustedanalytics.Pandas method) (trustedanalytics.XmlFile method) __private_ml, [1]

__private_query

A

add column example add_columns() (built-in function), [1], [2] add_edges() (built-in function) add_vertices() (built-in function) Adjacency List Aggregation Function Alpha Alternating Least Squares analytics graph

annotate_degrees() (built-in function), [1] annotate_weighted_degrees() (built-in function), [1] API Maturity Tags append example append() (built-in function) Arity 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] binary logistic regression

C

categorical_summary() (built-in function), [1], [2] Central Tendency Centrality (Katz) (PageRank) Character-Separated Values characters special Classification classification classification_metrics() (built-in function), [1], [2] Clustering clustering_coefficient() (built-in function), [1] 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 compute_misplaced_score() (built-in function), [1], [2] Confusion Matrices Confusion Matrix Conjugate Gradient Descent connect connect() (in module trustedanalytics) Connected Component Convergence copy() (built-in function), [1], [2], [3], [4] 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] CSV CsvFile (class in trustedanalytics) cumulative_percent() (built-in function), [1], [2] cumulative_sum() (built-in function), [1], [2]

D

data type, [1] 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 column example

drop duplicates example drop rows example 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] drop_vertices() (built-in function) duplicates

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 example add column append drop column drop duplicates drop rows filter rows flatten column group by join rename column export_to_csv() (built-in function), [1], [2] export_to_graph() (built-in function) 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_titan() (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 rows example filter() (built-in function), [1], [2]

flatten column example flatten_column() (built-in function), [1], [2] float32 float64 Frame (built-in class) (capital F) frame (lower case 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

Graph graph (built-in class) analytics Graph Analytics Graph Database Directions Graph Element graph_clustering() (built-in function) graphx_connected_components() (built-in function), [1] graphx_pagerank() (built-in function), [1] graphx_triangle_count() (built-in function), [1] Gremlin group by example 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] import importing inspect() (built-in function), [1], [2]

int32 int64 IntelliJ Ising Smoothing Parameter

J

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

JSON JsonFile (class in trustedanalytics)

K

K-S Test Katz Centrality

KMeansModel (built-in class)

L

Label Propagation label_propagation() (built-in function) Labeled Data vs Unlabeled Data Lambda Lambda Function Latent Dirichlet Allocation LdaModel (built-in class) Least Squares LibsvmModel (built-in class)

LinearRegressionModel (built-in class) LineFile (class in trustedanalytics) loadhbase() (built-in function), [1], [2] loadhive() (built-in function), [1], [2] loadjdbc() (built-in function), [1], [2] Local Clustering Coefficient LogisticRegressionModel (built-in class) Loopy Belief Propagation loopy_belief_propagation() (built-in function)

M

Machine Learning machine learning, [1] MapReduce Markov Random Fields

ml.belief_propagation() (built-in function), [1] ml.kclique_percolation() (built-in function) model

N

NaiveBayesModel (built-in class) name, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15]

Normal Distribution

O

OLAP

OLTP

P

PageRank PageRank Centrality Pandas (class in trustedanalytics) plugin Precision/Recall predict() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9] prediction

PrincipalComponentsModel (built-in class) Property Map publish() (built-in function), [1], [2], [3], [4], [5] PyCharm Python, [1], [2], [3] Python User-defined Function

Q

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

query.gremlin() (built-in function)

R

RandomForestClassifierModel (built-in class) RandomForestRegressorModel (built-in class) RDF Receiver Operating Characteristic recommend() (built-in function) Recommendation Systems rename column example

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

S

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

special characters statistics status, [1], [2], [3], [4] Stratified Sampling Superstep Supersteps supervised 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], [2], [3] TitanGraph (built-in class)

top_k() (built-in function), [1], [2] Topic Modeling train() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10] Transaction Processing Transactional Functionality type data, [1]

U

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

Unicode unsupervised Unsupervised Learning

V

Vertex Vertex Degree Vertex Degree Distribution vertex_count

vertex_sample() (built-in function) VertexFrame (built-in class) Vertices vertices

X

XmlFile (class in trustedanalytics)