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], [32], [33] (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 column example 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 Anaconda

analytics graph annotate_degrees() (built-in function) annotate_weighted_degrees() (built-in function) 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] cloudera manager cluster, [1], [2] cluster, configuration 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] CSV CsvFile (class in trustedanalytics) cumulative_percent() (built-in function), [1], [2] cumulative_sum() (built-in function), [1], [2]

D

daal_pca() (built-in function), [1], [2] DaalLinearRegressionModel (built-in class) data type, [1] database 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() (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] drop_vertices() (built-in function) duplicates

E

ECDF ecdf() (built-in function), [1], [2] Eclipse, [1], [2] 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_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] 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] 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

Graph graph (built-in class) analytics 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 example group_by() (built-in function), [1], [2]

H

H2 HBase, [1] HBaseTable (class in trustedanalytics) helloworld() (built-in function)

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

I

IDE, [1], [2], [3] import importing inspect() (built-in function), [1], [2] installation

int32 int64 IntelliJ, [1] Ising Smoothing Parameter

J

Java JdbcTable (class in trustedanalytics) join example

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 last_read_date, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16] Latent Dirichlet Allocation LdaModel (built-in class) Least Squares

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

M

machine virtual Machine Learning machine learning

MapReduce mapreducewordcount() (built-in function) Markov Random Fields

N

NaiveBayesModel (built-in class) name, [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16]

Normal Distribution

O

OLAP

OLTP

P

PageRank PageRank Centrality Pandas (class in trustedanalytics) parcel, [1] performance plugin PostgreSQL PowerIterationClusteringModel (built-in class) Precision/Recall predict() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12]

prediction PrincipalComponentsModel (built-in class) Property Map proxy, [1] publish() (built-in function), [1], [2], [3], [4], [5], [6], [7] PyCharm, [1] PyDev Python, [1], [2], [3], [4] Windows 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 column example rename_columns() (built-in function), [1], [2]

repository, [1], [2], [3] Resource Description Framework REST, [1] REST server ROC role assignment Row Functions row_count, [1], [2]

S

Schema schema, [1], [2] score() (built-in function), [1] semi-supervised Semi-Supervised Learning services 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], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16] 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], [4] top_k() (built-in function), [1], [2]

Topic Modeling train() (built-in function), [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11] Transaction Processing Transactional Functionality tuning type data, [1]

U

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

Unicode unsupervised Unsupervised Learning UploadRows (class in trustedanalytics)

V

Vertex Vertex Degree Vertex Degree Distribution vertex_count vertex_outdegree() (built-in function)

VertexFrame (built-in class) Vertices vertices virtual machine

W

Windows Python

wordcount() (built-in function)

X

XmlFile (class in trustedanalytics)