Uses of Package
org.tribuo.data.text
Packages that use org.tribuo.data.text
Package
Description
Provides an implementation of LIME (Locally Interpretable Model Explanations).
Provides implementations of
FieldProcessor.Provides implementations of text data processors.
Provides feature extraction implementations which use ONNX models.
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Classes in org.tribuo.data.text used by org.tribuo.classification.explanations.limeClassDescriptionAn interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.
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Classes in org.tribuo.data.text used by org.tribuo.data.columnar.processors.field
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Classes in org.tribuo.data.text used by org.tribuo.data.textClassDescriptionAn interface for things that can pre-process documents before they are broken into features.An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.An exception thrown by the text processing system.
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Classes in org.tribuo.data.text used by org.tribuo.data.text.implClassDescriptionAn interface for things that can pre-process documents before they are broken into features.An interface for aggregating feature values into other values.A feature transformer maps a list of features to a new list of features Useful for example to apply the hashing trick to a set of featuresA base class for textual data sets.An interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.A pipeline that takes a String and returns a List of
Features.An exception thrown by the text processing system.A TextProcessor takes some text and optionally a feature tag and generates a list ofFeatures from that text. -
Classes in org.tribuo.data.text used by org.tribuo.interop.onnx.extractorsClassDescriptionAn interface for things that take text and turn them into examples that we can use to train or evaluate a classifier.A pipeline that takes a String and returns a List of
Features.