| Package | Description |
|---|---|
| org.tribuo.classification.explanations.lime |
Provides an implementation of LIME (Locally Interpretable Model Explanations).
|
| 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.columnar.extractors |
Provides implementations of
FieldExtractor. |
| org.tribuo.data.columnar.processors.feature |
Provides implementations of
FeatureProcessor. |
| org.tribuo.data.columnar.processors.field |
Provides implementations of
FieldProcessor. |
| org.tribuo.data.columnar.processors.response |
Provides implementations of
ResponseProcessor. |
| org.tribuo.data.csv |
Provides classes which can load columnar data (using a
RowProcessor)
from a CSV (or other character delimited format) file. |
| org.tribuo.data.sql |
Provides classes which can load columnar data (using a
RowProcessor)
from a SQL source. |
| org.tribuo.json |
Provides interop with JSON formatted data, along with tools for interacting with JSON provenance objects.
|
| Class and Description |
|---|
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
| Class and Description |
|---|
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
| Class and Description |
|---|
| ColumnarFeature
A Feature with extra bookkeeping for use inside the columnar package.
|
| ColumnarIterator
An abstract class for iterators that read data in to a columnar format, usually from a file of some kind.
|
| ColumnarIterator.Row
A representation of a row of untyped data from a columnar data source.
|
| FeatureProcessor
Takes a list of columnar features and adds new features or removes existing features.
|
| FieldExtractor
Extracts a value from a field to be placed in an
Example's metadata field. |
| FieldProcessor
An interface for things that process the columns in a data set.
|
| FieldProcessor.GeneratedFeatureType
The types of generated features.
|
| ResponseProcessor
An interface that will take the response field and produce an
Output. |
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
| Class and Description |
|---|
| ColumnarIterator.Row
A representation of a row of untyped data from a columnar data source.
|
| FieldExtractor
Extracts a value from a field to be placed in an
Example's metadata field. |
| Class and Description |
|---|
| ColumnarFeature
A Feature with extra bookkeeping for use inside the columnar package.
|
| FeatureProcessor
Takes a list of columnar features and adds new features or removes existing features.
|
| Class and Description |
|---|
| ColumnarFeature
A Feature with extra bookkeeping for use inside the columnar package.
|
| FieldProcessor
An interface for things that process the columns in a data set.
|
| FieldProcessor.GeneratedFeatureType
The types of generated features.
|
| Class and Description |
|---|
| ResponseProcessor
An interface that will take the response field and produce an
Output. |
| Class and Description |
|---|
| ColumnarDataSource
A
ConfigurableDataSource base class which takes columnar data (e.g., csv or DB table rows) and generates Examples. |
| ColumnarIterator
An abstract class for iterators that read data in to a columnar format, usually from a file of some kind.
|
| ColumnarIterator.Row
A representation of a row of untyped data from a columnar data source.
|
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
| Class and Description |
|---|
| ColumnarDataSource
A
ConfigurableDataSource base class which takes columnar data (e.g., csv or DB table rows) and generates Examples. |
| ColumnarIterator
An abstract class for iterators that read data in to a columnar format, usually from a file of some kind.
|
| ColumnarIterator.Row
A representation of a row of untyped data from a columnar data source.
|
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
| Class and Description |
|---|
| ColumnarDataSource
A
ConfigurableDataSource base class which takes columnar data (e.g., csv or DB table rows) and generates Examples. |
| ColumnarIterator
An abstract class for iterators that read data in to a columnar format, usually from a file of some kind.
|
| ColumnarIterator.Row
A representation of a row of untyped data from a columnar data source.
|
| RowProcessor
A processor which takes a Map of String to String and returns an
Example. |
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