Package org.tribuo.data.csv

package org.tribuo.data.csv

Provides classes which can load columnar data (using a RowProcessor) from a CSV (or other character delimited format) file.

CSVDataSource is the main way of loading CSV format data into Tribuo. It provides full control over featurisation, output processing and metadata extraction. CSVLoader is for simple numerical CSV files where all the non-response columns should be treated as features. CSVSaver writes out a Tribuo Dataset in CSV format suitable for loading via CSVLoader or some external tool

Related Packages

Package	Description
org.tribuo.data	Provides classes for loading in data from disk, processing it into examples, and splitting datasets for things like cross-validation and train-test splits.
org.tribuo.data.columnar	Provides classes for processing columnar data and generating Examples.
org.tribuo.data.sql	Provides classes which can load columnar data (using a RowProcessor) from a SQL source.
org.tribuo.data.text	Provides interfaces for converting text inputs into Features and Examples.

Classes

Class	Description
CSVDataSource<T extends Output<T>>	A DataSource for loading separable data from a text file (e.g., CSV, TSV) and applying FieldProcessors to it.
CSVDataSource.CSVDataSourceProvenance	Provenance for CSVDataSource.
CSVIterator	An iterator over a CSV file.
CSVLoader<T extends Output<T>>	Load a DataSource/Dataset from a CSV file.
CSVLoader.CSVLoaderProvenance	Provenance for CSVs loaded by CSVLoader.
CSVSaver	Saves a Dataset in CSV format suitable for loading by CSVLoader.