tribuo-core

library4.3.2javamavenunverified

A Machine Learning library for Java providing core data structures, model interfaces, and training infrastructure.

<dependency>
  <groupId>org.tribuo</groupId>
  <artifactId>tribuo-core</artifactId>
  <version>4.3.2</version>
</dependency>

github ↗homepage ↗docs ↗

INSTALL

IMPORT

SIG · TRIBUO-CORE

tribuo-core

utilityjavav4.3.2

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Model

✓ org.tribuo.Model

Trains a logistic regression classifier using Tribuo.

import org.tribuo.Model; import org.tribuo.classification.Label; import org.tribuo.classification.sgd.linear.LogisticRegressionTrainer; import org.tribuo.dataset.Dataset; import org.tribuo.dataset.DatasetFactory; public class Example { public static void main(String[] args) { Dataset<Label> dataset = DatasetFactory.fromCSV("data.csv", new LabelFactory()); LogisticRegressionTrainer trainer = LogisticRegressionTrainer.newBuilder().build(); Model<Label> model = trainer.train(dataset); System.out.println("Trained model: " + model.toString()); } }

Debug

Known issues

gotchaTribuo 4.x uses Java modules; ensure module-info.java or add-opens JVM args are configured correctly.

fix

Add '--add-opens java.base/java.lang=ALL-UNNAMED' to JVM arguments if encountering module access errors.

affects: >=4.0.0

Upgrade

Version history

4.3.2latest on Maven

Audit

Dependencies

No dependency data recorded yet.

Agent activity

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Resources

githubhttps://github.com/oracle/tribuo ↗

homepagehttps://www.tribuo.org ↗

docshttps://appdoc.app/artifact/org.tribuo/tribuo-core/ ↗