Uses of Interface
org.tribuo.ConfigurableDataSource
Packages that use ConfigurableDataSource
Package
Description
Provides classes for loading in data from disk, processing it into examples, and splitting datasets for
things like cross-validation and train-test splits.
Provides classes for processing columnar data and generating
Example
s.Provides classes which can load columnar data (using a
RowProcessor
)
from a CSV (or other character delimited format) file.Provides classes which can load columnar data (using a
RowProcessor
)
from a SQL source.Provides implementations of text data processors.
Simple data sources for ingesting or aggregating data.
Provides interop with JSON formatted data, along with tools for interacting with JSON provenance objects.
Provides some example regression data generators for testing implementations.
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Uses of ConfigurableDataSource in org.tribuo.data
Fields in org.tribuo.data declared as ConfigurableDataSourceModifier and TypeFieldDescriptionConfigurableDataSource
<? extends Output<?>> PreprocessAndSerialize.PreprocessAndSerializeOptions.dataSource
CompletelyConfigurableTrainTest.ConfigurableTrainTestOptions.testSource
CompletelyConfigurableTrainTest.ConfigurableTrainTestOptions.trainSource
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Uses of ConfigurableDataSource in org.tribuo.data.columnar
Classes in org.tribuo.data.columnar that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
ColumnarDataSource<T extends Output<T>>
AConfigurableDataSource
base class which takes columnar data (e.g., csv or DB table rows) and generatesExample
s. -
Uses of ConfigurableDataSource in org.tribuo.data.csv
Classes in org.tribuo.data.csv that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
CSVDataSource<T extends Output<T>>
ADataSource
for loading separable data from a text file (e.g., CSV, TSV) and applyingFieldProcessor
s to it. -
Uses of ConfigurableDataSource in org.tribuo.data.sql
Classes in org.tribuo.data.sql that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
SQLDataSource<T extends Output<T>>
ADataSource
for loading columnar data from a database and applyingFieldProcessor
s to it. -
Uses of ConfigurableDataSource in org.tribuo.data.text
Classes in org.tribuo.data.text that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
DirectoryFileSource<T extends Output<T>>
A data source for a somewhat-common format for text classification datasets: a top level directory that contains a number of subdirectories.class
TextDataSource<T extends Output<T>>
A base class for textual data sets. -
Uses of ConfigurableDataSource in org.tribuo.data.text.impl
Classes in org.tribuo.data.text.impl that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
SimpleStringDataSource<T extends Output<T>>
A version ofSimpleTextDataSource
that accepts anIterable
of Strings.class
SimpleTextDataSource<T extends Output<T>>
A dataset for a simple data format for text classification experiments. -
Uses of ConfigurableDataSource in org.tribuo.datasource
Classes in org.tribuo.datasource that implement ConfigurableDataSourceModifier and TypeClassDescriptionfinal class
IDXDataSource<T extends Output<T>>
A DataSource which can read IDX formatted data (i.e., MNIST).final class
LibSVMDataSource<T extends Output<T>>
A DataSource which can read LibSVM formatted data. -
Uses of ConfigurableDataSource in org.tribuo.json
Classes in org.tribuo.json that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
JsonDataSource<T extends Output<T>>
ADataSource
for loading data from a JSON text file and applyingFieldProcessor
s to it. -
Uses of ConfigurableDataSource in org.tribuo.regression.example
Classes in org.tribuo.regression.example that implement ConfigurableDataSourceModifier and TypeClassDescriptionclass
Generates a single dimensional output drawn from N(slope*x + intercept,variance).