Examples with ConfigurationManager com.oracle.labs.mlrg.olcut.config.ConfigurationManager used on opensource projects

Example 6 with ConfigurationManager

use of com.oracle.labs.mlrg.olcut.config.ConfigurationManager in project tribuo by oracle.

the class TrainTest method main.

/**
 * Runs a TrainTest CLI.
 * @param args the command line arguments
 * @throws IOException if there is any error reading the examples.
 */
public static void main(String[] args) throws IOException {
    TrainTestOptions o = new TrainTestOptions();
    try (ConfigurationManager cm = new ConfigurationManager(args, o)) {
        Trainer<Label> trainer = o.mnbOptions.getTrainer();
        trainer = o.ensembleOptions.wrapTrainer(trainer);
        TrainTestHelper.run(cm, o.general, trainer);
    } catch (UsageException e) {
        logger.info(e.getMessage());
    }
}

Example 7 with ConfigurationManager

use of com.oracle.labs.mlrg.olcut.config.ConfigurationManager in project tribuo by oracle.

the class TrainTest method main.

/**
 * Runs a TrainTest CLI.
 * @param args the command line arguments
 * @throws IOException if there is any error reading the examples.
 */
public static void main(String[] args) throws IOException {
    TrainTestOptions o = new TrainTestOptions();
    try (ConfigurationManager cm = new ConfigurationManager(args, o)) {
        Trainer<Label> trainer = o.trainerOptions.getTrainer();
        trainer = o.ensembleOptions.wrapTrainer(trainer);
        TrainTestHelper.run(cm, o.general, trainer);
    } catch (UsageException e) {
        logger.info(e.getMessage());
    }
}

Example 8 with ConfigurationManager

use of com.oracle.labs.mlrg.olcut.config.ConfigurationManager in project tribuo by oracle.

the class TestFMClassification method fmRoundTripTest.

@Test
public void fmRoundTripTest() {
    Pair<Dataset<Label>, Dataset<Label>> p = LabelledDataGenerator.denseTrainTest();
    Model<Label> model = testFMClassification(p);
    ConfigurationManager cm = new ConfigurationManager();
    List<ConfigurationData> provConfig = ProvenanceUtil.extractConfiguration(model.getProvenance());
    cm.addConfiguration(provConfig);
    FMClassificationTrainer trainer = (FMClassificationTrainer) cm.lookup("fmclassificationtrainer-0");
    Model<Label> newModel = trainer.train(p.getA());
    assertNotNull(newModel);
}

Example 9 with ConfigurationManager

use of com.oracle.labs.mlrg.olcut.config.ConfigurationManager in project tribuo by oracle.

the class TrainTest method main.

public static void main(String[] args) throws IOException {
    TrainTestOptions o = new TrainTestOptions();
    try (ConfigurationManager cm = new ConfigurationManager(args, o)) {
        Trainer<Label> trainer = o.trainerOptions.getTrainer();
        trainer = o.ensembleOptions.wrapTrainer(trainer);
        TrainTestHelper.run(cm, o.general, trainer);
    } catch (UsageException e) {
        logger.info(e.getMessage());
    }
}

Example 10 with ConfigurationManager

use of com.oracle.labs.mlrg.olcut.config.ConfigurationManager in project tribuo by oracle.

the class TrainTest method main.

/**
 * Runs a TrainTest CLI.
 * @param args the command line arguments
 * @throws IOException if there is any error reading the examples.
 */
public static void main(String[] args) throws IOException {
    TrainTestOptions o = new TrainTestOptions();
    try (ConfigurationManager cm = new ConfigurationManager(args, o)) {
        Trainer<Label> trainer = o.trainerOptions.getTrainer();
        TrainTestHelper.run(cm, o.general, trainer);
    } catch (UsageException e) {
        logger.info(e.getMessage());
    }
}