{"id":22848485,"url":"https://github.com/feedzai/feedzai-openml-java","last_synced_at":"2025-04-30T04:49:14.045Z","repository":{"id":33273909,"uuid":"151380180","full_name":"feedzai/feedzai-openml-java","owner":"feedzai","description":"Implementations for Feedzai's OpenML APIs to allow for usage of machine learning models in the Java programming language.","archived":false,"fork":false,"pushed_at":"2024-10-03T18:43:56.000Z","size":27816,"stargazers_count":2,"open_issues_count":11,"forks_count":11,"subscribers_count":10,"default_branch":"master","last_synced_at":"2025-04-30T04:49:00.290Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://www.feedzai.com","language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/feedzai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2018-10-03T08:06:26.000Z","updated_at":"2024-03-31T14:21:36.000Z","dependencies_parsed_at":"2022-07-09T14:46:15.575Z","dependency_job_id":"4158efc8-8d47-4c21-b890-f43b48d292f6","html_url":"https://github.com/feedzai/feedzai-openml-java","commit_stats":null,"previous_names":[],"tags_count":75,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml-java","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml-java/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml-java/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml-java/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/feedzai","download_url":"https://codeload.github.com/feedzai/feedzai-openml-java/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251644827,"owners_count":21620630,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":"2024-12-13T04:12:44.858Z","updated_at":"2025-04-30T04:49:14.025Z","avatar_url":"https://github.com/feedzai.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Feedzai OpenML Providers for Java\n[![Build Status](https://travis-ci.com/feedzai/feedzai-openml-java.svg?branch=master)](https://travis-ci.com/feedzai/feedzai-openml-java)\n[![codecov](https://codecov.io/gh/feedzai/feedzai-openml-java/branch/master/graph/badge.svg)](https://codecov.io/gh/feedzai/feedzai-openml-java)\n[![Codacy Badge](https://api.codacy.com/project/badge/Grade/4d92197f37ab4811b81f34bd4847fee6?branch=master)](https://www.codacy.com/app/feedzai/feedzai-openml-java?utm_source=github.com\u0026amp;utm_medium=referral\u0026amp;utm_content=feedzai/feedzai-openml-java\u0026amp;utm_campaign=Badge_Grade)\n\nImplementations of the Feedzai OpenML API to allow support for machine\nlearning models in Java. \n\nAll models may be used in nodes with AMD64 and ARM64 cpu architectures\nexcept for H2O-xgboost that can be used only with AMD64 cpu architectures.\n\n## Building\nThis is a Maven project which you can build using the following command:\n```bash\nmvn clean install\n```\n\nIf the build fails compiling for ARM64 you may need to run:\n```bash\ndocker run --rm --privileged multiarch/qemu-user-static --reset -p yes\n```\n\nTo use the models on Operating Systems with musl (supported only for AMD64 architectures), the ENV variable `FDZ_OPENML_JAVA_LIBC`\nmust be set to `musl`.  This variable can take the values `glibc` and `musl`. H2O-xgboost can't be used with musl.\n\n## Releasing\n\nFor all releases, as the hotfix branch is ready all that's needed to actually release is to create an annotated tag pointing to the hotfix branch head.\n\n### Public Release\n\nFor a public release you need to create and push an annotated tag. See the example below for releasing version 1.2.29:\n```bash\n# Ensure the tag is made on the updated branch\ngit fetch -a\ngit checkout origin/hf-1.2.X\ngit tag -a 1.2.29\n# Your EDITOR will open. Write a good message and save as it is used on Github as a release message\ngit push origin 1.2.29\n```\nThen you need to [create a new release](https://github.com/feedzai/feedzai-openml-java/releases/new) with this tag.\nThere is a \"Generate release notes\" button available to create the release notes, just organize them according [to the previous ones](https://github.com/feedzai/feedzai-openml-java/releases).\n\n### Experimental Release\n\nFor experimental releases, the process is the same as above but with a lightweight tag instead of annotated.\n```bash\n#the xp part is not needed, what matters is that the tag is not annotated, but is a good indicator for others that this was a tag for an experimental release\ngit tag 1.5.0-xp \ngit push origin 1.5.0-xp\n```\n\n## Modules\n\n### H2O\n[![Maven metadata URI](https://img.shields.io/maven-metadata/v/http/central.maven.org/maven2/com/feedzai/openml-h2o/maven-metadata.xml.svg)](https://mvnrepository.com/artifact/com.feedzai/openml-h2o)\n\nThe `openml-h2o` module contains a provider that allows to load and train models with [H2O](https://www.h2o.ai/).\n\nPull the provider from Maven Central:\n```xml\n\u003cdependency\u003e\n  \u003cgroupId\u003ecom.feedzai\u003c/groupId\u003e\n  \u003cartifactId\u003eopenml-h2o\u003c/artifactId\u003e\n  \u003c!-- See project tags for latest version --\u003e\n  \u003cversion\u003e1.2.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n### DataRobot\n[![Maven metadata URI](https://img.shields.io/maven-metadata/v/http/central.maven.org/maven2/com/feedzai/openml-datarobot/maven-metadata.xml.svg)](https://mvnrepository.com/artifact/com.feedzai/openml-datarobot)\n\nThe `openml-datarobot` module contains a provider that allows to load models trained with [DataRobot](https://www.datarobot.com/).\n\nPull this module from Maven Central:\n```xml\n\u003cdependency\u003e\n  \u003cgroupId\u003ecom.feedzai\u003c/groupId\u003e\n  \u003cartifactId\u003eopenml-datarobot\u003c/artifactId\u003e\n  \u003c!-- See project tags for latest version --\u003e\n  \u003cversion\u003e1.2.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n\n### LightGBM\n[![Maven metadata URI](https://img.shields.io/maven-metadata/v/http/central.maven.org/maven2/com/feedzai/openml-lightgbm/maven-metadata.xml.svg)](https://mvnrepository.com/artifact/com.feedzai/openml-lightgbm)\n\nThe `openml-lightgbm` module contains a provider that allows to load models trained with [Microsoft LightGBM](https://github.com/microsoft/LightGBM).\n\nPull this module from Maven Central:\n```xml\n\u003cdependency\u003e\n  \u003cgroupId\u003ecom.feedzai\u003c/groupId\u003e\n  \u003cartifactId\u003eopenml-lightgbm\u003c/artifactId\u003e\n  \u003c!-- See project tags for latest version --\u003e\n  \u003cversion\u003e1.2.0\u003c/version\u003e\n\u003c/dependency\u003e\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffeedzai-openml-java","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffeedzai%2Ffeedzai-openml-java","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffeedzai-openml-java/lists"}