Core 4.3.1 API
Package
Description
Provides the core interfaces and classes for using Tribuo.
Provides utility datasets which subsample or otherwise
transform the wrapped dataset.
Simple data sources for ingesting or aggregating data.
Provides an interface for model prediction combinations,
two base classes for ensemble models, a base class for
ensemble excuses, and a Bagging implementation.
Evaluation base classes, along with code for train/test splits and cross validation.
This package contains the infrastructure classes for building evaluation metrics.
Provides the base interface and implementations of the
Model hashing
which obscures the feature names stored in a model.Provides implementations of base classes and interfaces from
org.tribuo.Classes which control the serialization of Tribuo objects to and from protocol buffers.
Provides Tribuo specific infrastructure for the
Provenance system which
tracks models and datasets.Provides internal implementations for empty provenance classes and TrainerProvenance.
Provides core classes for working with sequences of
Examples.Provides infrastructure for applying transformations to a
Dataset.Provides implementations of standard transformations like binning, scaling, taking logs and exponents.
Provides utilities which don't have other Tribuo dependencies.