{"id":75740,"library":"tribuo-core","title":"Tribuo Core","description":"A Machine Learning library for Java providing core data structures, model interfaces, and training infrastructure.","status":"active","version":"4.3.2","language":"java","source_language":null,"source_url":"https://github.com/oracle/tribuo","tags":["machine-learning","tribuo","classification","oracle"],"install":[{"cmd":"<dependency>\n  <groupId>org.tribuo</groupId>\n  <artifactId>tribuo-core</artifactId>\n  <version>4.3.2</version>\n</dependency>","lang":"xml","label":"Maven"},{"cmd":"implementation 'org.tribuo:tribuo-core:4.3.2'","lang":"groovy","label":"Gradle"}],"dependencies":[],"imports":[{"symbol":"Model","correct":"org.tribuo.Model"}],"quickstart":{"code":"import org.tribuo.Model;\nimport org.tribuo.classification.Label;\nimport org.tribuo.classification.sgd.linear.LogisticRegressionTrainer;\nimport org.tribuo.dataset.Dataset;\nimport org.tribuo.dataset.DatasetFactory;\n\npublic class Example {\n    public static void main(String[] args) {\n        Dataset<Label> dataset = DatasetFactory.fromCSV(\"data.csv\", new LabelFactory());\n        LogisticRegressionTrainer trainer = LogisticRegressionTrainer.newBuilder().build();\n        Model<Label> model = trainer.train(dataset);\n        System.out.println(\"Trained model: \" + model.toString());\n    }\n}","lang":"java","description":"Trains a logistic regression classifier using Tribuo."},"warnings":[{"fix":"Add '--add-opens java.base/java.lang=ALL-UNNAMED' to JVM arguments if encountering module access errors.","message":"Tribuo 4.x uses Java modules; ensure module-info.java or add-opens JVM args are configured correctly.","severity":"gotcha","affected_versions":">=4.0.0"}],"env_vars":null,"search_vec":"'classif':22 'core':2,10 'data':11 'infrastructur':17 'interfac':14 'java':8 'learn':5,20 'librari':6 'machin':4,19 'machine-learn':18 'model':13 'oracl':23 'provid':9 'structur':12 'train':16 'tribuo':1,21","created_at":"2026-06-17T19:20:27.015700+00:00","updated_at":"2026-06-17T19:20:27.015700+00:00","problems":[],"ecosystem":"maven","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":null,"cli_name":null,"cli_version":null,"type":"library","homepage":"https://www.tribuo.org","github":"https://github.com/oracle/tribuo","docs":"https://appdoc.app/artifact/org.tribuo/tribuo-core/","changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["utility"],"base_url":null,"auth_type":null,"provenance":{"verified_status":null,"verified_at":null,"last_verified":"2026-06-17","next_check":"2026-12-14","install_tag":null}}