{"id":22848410,"url":"https://github.com/feedzai/feedzai-openml","last_synced_at":"2025-04-30T04:49:11.299Z","repository":{"id":32660504,"uuid":"136463642","full_name":"feedzai/feedzai-openml","owner":"feedzai","description":"API for Feedzai's Open Machine Learning that allows to integrate ML algorithms in Feedzai's platform.","archived":false,"fork":false,"pushed_at":"2023-07-16T23:51:56.000Z","size":333,"stargazers_count":15,"open_issues_count":8,"forks_count":9,"subscribers_count":14,"default_branch":"master","last_synced_at":"2025-04-30T04:49:04.596Z","etag":null,"topics":["api","data-science","feedzai","machine-learning","openml"],"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":"CONTRIBUTING.md","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":"2018-06-07T10:51:49.000Z","updated_at":"2025-03-18T02:17:57.000Z","dependencies_parsed_at":"2024-12-13T04:12:19.013Z","dependency_job_id":"283bc193-7092-41c0-94e0-b2754b02f85b","html_url":"https://github.com/feedzai/feedzai-openml","commit_stats":null,"previous_names":[],"tags_count":17,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/feedzai%2Ffeedzai-openml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/feedzai","download_url":"https://codeload.github.com/feedzai/feedzai-openml/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":["api","data-science","feedzai","machine-learning","openml"],"created_at":"2024-12-13T04:12:07.935Z","updated_at":"2025-04-30T04:49:11.280Z","avatar_url":"https://github.com/feedzai.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Feedzai OpenML API\n[![Build Status](https://travis-ci.com/feedzai/feedzai-openml.svg?branch=master)](https://travis-ci.com/feedzai/feedzai-openml)\n[![codecov](https://codecov.io/gh/feedzai/feedzai-openml/branch/master/graph/badge.svg)](https://codecov.io/gh/feedzai/feedzai-openml)\n[![Codacy Badge](https://api.codacy.com/project/badge/Grade/052dc81a4434474da9a4f048c40a52eb?branch=master)](https://www.codacy.com/app/feedzai/feedzai-openml?utm_source=github.com\u0026amp;utm_medium=referral\u0026amp;utm_content=feedzai/feedzai-openml\u0026amp;utm_campaign=Badge_Grade)\n\nFeedzai's extensible Machine Learning API to integrate ML platforms with Feedzai's data science and runtime environment.\n\n## Usage\nSee the [openml-example project](https://github.com/feedzai/feedzai-openml/tree/master/openml-example) as a trivial example of how to implement a new provider.\n\nWhen building your OpenML Provider using Maven you can add dependencies on the artifacts in this repository. See the following sections to learn more about these.\n\n### OpenML API\n[![Maven metadata URI](https://img.shields.io/maven-metadata/v/http/central.maven.org/maven2/com/feedzai/openml-api/maven-metadata.xml.svg)](https://mvnrepository.com/artifact/com.feedzai/openml-api)\n\nThe [OpenML API module](https://github.com/feedzai/feedzai-openml/tree/master/openml-api) contains the main concepts that allow interaction between Feedzai's platform and an external ML platform.\n\n```xml\n\u003cdependency\u003e\n  \u003cgroupId\u003ecom.feedzai\u003c/groupId\u003e\n  \u003cartifactId\u003eopenml-api\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### OpenML Utils\n[![Maven metadata URI](https://img.shields.io/maven-metadata/v/http/central.maven.org/maven2/com/feedzai/openml-utils/maven-metadata.xml.svg)](https://mvnrepository.com/artifact/com.feedzai/openml-utils)\n\nThe [openml-utils](https://github.com/feedzai/feedzai-openml/tree/master/openml-example) module helps you to manipulate some of the core concepts.\n\n```xml\n\u003cdependency\u003e\n  \u003cgroupId\u003ecom.feedzai\u003c/groupId\u003e\n  \u003cartifactId\u003eopenml-utils\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## Building\nBuild this Maven project using the following command:\n```bash\nmvn clean install\n```\n\n\n## Developing\n\nMake sure your provider is identified according to the specification of [Java's Service Loader](https://docs.oracle.com/javase/9/docs/api/java/util/ServiceLoader.html). This entails generating a Jar with the code (possibly with all the dependencies necessary in it, or a set of Jars instead), and making sure you include a file `resources/META-INF/services/com.feedzai.openml.MachineLearningProvider` to indicate which providers you have in your code. Check out [our example in this repository](https://github.com/feedzai/feedzai-openml/blob/master/openml-example/src/main/resources/META-INF/services/com.feedzai.mlapi.provider.MachineLearningProvider). It may also be helpful to look into [Google's Auto Service](https://github.com/google/auto/tree/master/service) to set this up for you.\n\n### Maven Archetype\n\nAs a way to ease the creation of new OpenML Providers, a Maven archetype was created. To get started with it, just run:\n\n```bash\nmvn archetype:generate -DarchetypeGroupId=com.feedzai -DarchetypeArtifactId=openml-provider-archetype -DarchetypeVersion=1.2.0\n```\n\nAfter providing all the necessary information (your new provider groupId, artifactId, and version), a template provider with some guidance will be available on your workspace.\n\n### IDE Compatibility\n\nThis project makes use of the [jgitver Maven plugin](https://github.com/jgitver/jgitver). When using Intellij IDEA you\nmust configure the project to skip the plugin altogether. [See the related issue](https://github.com/jgitver/jgitver-maven-plugin/wiki/Intellij-IDEA-configuration).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffeedzai-openml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffeedzai%2Ffeedzai-openml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffeedzai%2Ffeedzai-openml/lists"}