{"id":49815514,"url":"https://github.com/AbeelLab/javaml","last_synced_at":"2026-05-29T21:00:56.770Z","repository":{"id":69054852,"uuid":"53141684","full_name":"AbeelLab/javaml","owner":"AbeelLab","description":"Java Machine Learning Library","archived":false,"fork":false,"pushed_at":"2023-07-03T11:49:59.000Z","size":16440,"stargazers_count":62,"open_issues_count":4,"forks_count":20,"subscribers_count":3,"default_branch":"master","last_synced_at":"2026-03-08T23:55:50.903Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AbeelLab.png","metadata":{"files":{"readme":"README.md","changelog":"changelog.rst","contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2016-03-04T14:41:05.000Z","updated_at":"2025-10-31T17:08:57.000Z","dependencies_parsed_at":null,"dependency_job_id":"1e5eae71-dace-4b10-a12f-09fe5c5900b2","html_url":"https://github.com/AbeelLab/javaml","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AbeelLab/javaml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeelLab%2Fjavaml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeelLab%2Fjavaml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeelLab%2Fjavaml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeelLab%2Fjavaml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AbeelLab","download_url":"https://codeload.github.com/AbeelLab/javaml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbeelLab%2Fjavaml/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33670211,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-29T02:00:06.066Z","response_time":107,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-05-13T06:00:43.985Z","updated_at":"2026-05-29T21:00:56.759Z","avatar_url":"https://github.com/AbeelLab.png","language":"Java","funding_links":[],"categories":["人工智能"],"sub_categories":["机器学习"],"readme":"# javaml\nJava Machine Learning Library\n\nThis document covers the very basic documentation of the library. \n\nThe Java Machine Learning Library is licensed under GNU-GPL.\n\nupdates: \n-- 2016/03/03 moved to github.com \n-- Still working to split GPL code from the core which will be less restrictive, I appreciate pull requests\n\nMore elaborate documentation can be found in the old_documentation.zip package.\n\n1. Overview\n=============\nJava-ML in a nutshell:\n\n    * A collection of machine learning algorithms\n    * Common interface for each type of algorithms\n    * Library aimed at software engineers and programmers, so no GUI, but clear interfaces\n    * Reference implementations for algorithms described in the scientific literature.\n    * Well documented source code.\n    * Plenty of code samples and tutorials.\n\n2. How to get started\n=====================\nWhen you are reading this, you most probably already downloaded the library. \nTo use it, include the javaml-\u003cversion\u003e.jar in your classpath, as well as the \njars that are available in lib/.  \n\nHow to get started, code samples, tutorials on various tasks can be found\nin the old_documentation.zip package.\n\n\n3. Requirements\n===============\nJava 6\n\n4. Dependencies\n===============\nRequired libraries:\n- Apache Commons Math: used in some algorithms, version 1.2 is included\n\tApache Commons Math is distributed under Apache License 2.0\n\thttp://commons.apache.org/math/\n\n- Abeel Java Toolkit: used in some classes, version 2.9 is included\n\tAJT is distributed under GNU LGPL 2 or later\n\thttp://sourceforge.net/projects/ajt/\n\t\n- Jama: used in some algorithms, version 1.0.2 is included\n\tJama is distributed as public domain software \n\thttp://math.nist.gov/javanumerics/jama/\n\t\nOptional libraries:\n- Weka: if you like to use algorithms from Weka. Weka 3.6.0 is included in the distribution\n\tWeka is distributed under GNU GPL 2 or later\n\thttp://www.cs.waikato.ac.nz/ml/weka/\n\n- libsvm: if you like to use the libsvm algoriths. libSVM 2.89 is included in this distribution\n\tlibSVM is distributed under the modified BSD license\n\thttp://www.csie.ntu.edu.tw/~cjlin/libsvm/\n\t\n- JUnit: if you want to run the unit tests. As the unit tests are only available from the SVN \nwe did not include a version of JUnit with the distribution. The tests have been written for the \nJUnit 4 platform and may not function for JUnit 3 or earlier\n\n5. Contact\n==========\nYou can contact us by e-mail.\nthomas@abeel.be\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAbeelLab%2Fjavaml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FAbeelLab%2Fjavaml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FAbeelLab%2Fjavaml/lists"}