{"id":18769975,"url":"https://github.com/datumbox/datumbox-framework-examples","last_synced_at":"2025-04-13T07:31:45.774Z","repository":{"id":31383899,"uuid":"34946980","full_name":"datumbox/datumbox-framework-examples","owner":"datumbox","description":"Code examples on how to use the Datumbox Machine Learning Framework.","archived":false,"fork":false,"pushed_at":"2023-11-30T09:26:50.000Z","size":619,"stargazers_count":41,"open_issues_count":0,"forks_count":26,"subscribers_count":12,"default_branch":"develop","last_synced_at":"2023-11-30T10:31:03.727Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://www.datumbox.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/datumbox.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}},"created_at":"2015-05-02T12:29:17.000Z","updated_at":"2023-11-30T09:26:51.000Z","dependencies_parsed_at":"2022-08-17T18:55:20.456Z","dependency_job_id":null,"html_url":"https://github.com/datumbox/datumbox-framework-examples","commit_stats":null,"previous_names":[],"tags_count":6,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datumbox%2Fdatumbox-framework-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datumbox%2Fdatumbox-framework-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datumbox%2Fdatumbox-framework-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/datumbox%2Fdatumbox-framework-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/datumbox","download_url":"https://codeload.github.com/datumbox/datumbox-framework-examples/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223573735,"owners_count":17167370,"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":"2024-11-07T19:17:29.895Z","updated_at":"2024-11-07T19:17:30.575Z","avatar_url":"https://github.com/datumbox.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"Code Examples for Datumbox Machine Learning Framework\n=====================================================\n\n[![Datumbox](http://www.datumbox.com/img/logo.png)](http://www.datumbox.com/)\n\nThis project provides examples on how to use the [Datumbox Machine Learning Framework](https://github.com/datumbox/datumbox-framework/) v0.8.3-SNAPSHOT (Build 20201014).\n\nCopyright \u0026 License\n-------------------\n\nCopyright (c) 2013-2020 [Vasilis Vryniotis](http://blog.datumbox.com/author/bbriniotis/). \n\nThe code is licensed under the [Apache License, Version 2.0](./LICENSE).\n\nHow to use\n----------\n\nThe code uses Maven Project Structure and contains the following code examples:\n\n- [Classification.java](./src/main/java/com/datumbox/examples/Classification.java): Contains an example on how to perform Classification.\n- [Clustering.java](./src/main/java/com/datumbox/examples/Clustering.java): It is an example that runs Cluster Analysis.\n- [Regression.java](./src/main/java/com/datumbox/examples/Regression.java): Shows how to run Regression Analysis.\n- [DataModeling.java](./src/main/java/com/datumbox/examples/DataModeling.java): Explains how to use the convenience Modeler class.\n- [TextClassification.java](./src/main/java/com/datumbox/examples/TextClassification.java): Uses the convenience TextClassifier class.\n\nAll of the above files contain a main() method. To use it just clone the project on your workspace and run any of the above files.\n\nThe project contains also 5 configuration files in the resources folder:\n\n- [datumbox.configuration.properties](./src/main/resources/datumbox.configuration.properties): It defines for the default storage engine (required).\n- [datumbox.concurrencyconfiguration.properties](./src/main/resources/datumbox.concurrencyconfiguration.properties): It controls the concurrency levels (required).\n- [datumbox.inmemoryconfiguration.properties](./src/main/resources/datumbox.inmemoryconfiguration.properties): It contains the configurations for the InMemory storage engine (required).\n- [datumbox.mapdbconfiguration.properties](./src/main/resources/datumbox.mapdbconfiguration.properties): It contains the configurations for the MapDB storage engine (optional).\n- [logback.xml](./src/main/resources/logback.xml): It contains the configuration file for the logger (optional).\n\nFinally in the resources folder there are several [real world datasets](./src/main/resources/datasets/) which are used for testing.\n\nUseful Links\n------------\n\n- [Datumbox Machine Learning Framework](https://github.com/datumbox/datumbox-framework/)\n- [Datumbox Zoo: Pre-trained models](https://github.com/datumbox/datumbox-framework-zoo/)\n- [Datumbox.com](http://www.datumbox.com/)\n- [Machine Learning Blog](http://blog.datumbox.com/)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatumbox%2Fdatumbox-framework-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdatumbox%2Fdatumbox-framework-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdatumbox%2Fdatumbox-framework-examples/lists"}