{"id":19502297,"url":"https://github.com/amadeusitgroup/cpmml","last_synced_at":"2025-04-25T23:31:34.270Z","repository":{"id":47539975,"uuid":"246775059","full_name":"AmadeusITGroup/cPMML","owner":"AmadeusITGroup","description":"cPMML is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language (PMML)","archived":false,"fork":false,"pushed_at":"2023-07-29T10:26:07.000Z","size":18323,"stargazers_count":28,"open_issues_count":13,"forks_count":6,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-04T05:11:22.691Z","etag":null,"topics":["ai","data-science","machine-learning","ml","model-deployment","model-scoring","pmml"],"latest_commit_sha":null,"homepage":"https://amadeusitgroup.github.io/cPMML/","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AmadeusITGroup.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-03-12T07:56:02.000Z","updated_at":"2025-01-21T01:47:00.000Z","dependencies_parsed_at":"2023-01-25T04:30:24.466Z","dependency_job_id":null,"html_url":"https://github.com/AmadeusITGroup/cPMML","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmadeusITGroup%2FcPMML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmadeusITGroup%2FcPMML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmadeusITGroup%2FcPMML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AmadeusITGroup%2FcPMML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AmadeusITGroup","download_url":"https://codeload.github.com/AmadeusITGroup/cPMML/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250912660,"owners_count":21506865,"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":["ai","data-science","machine-learning","ml","model-deployment","model-scoring","pmml"],"created_at":"2024-11-10T22:15:58.296Z","updated_at":"2025-04-25T23:31:29.261Z","avatar_url":"https://github.com/AmadeusITGroup.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"![cPMML](./docsrc/img/logo.png)\n\n![Travis (.org)](https://img.shields.io/travis/AmadeusITGroup/cPMML?style=flat-square)\n![GitHub](https://img.shields.io/github/license/AmadeusITGroup/cPMML?style=flat-square)\n![](https://img.shields.io/badge/STD-C%2B%2B11-blue?style=flat-square)\n\n# High-Performance PMML Scoring\n\n*cPMML* is C++ library for scoring machine learning models serialized with the Predictive Model Markup Language ([PMML](http://dmg.org/pmml/v4-4/GeneralStructure.html)).\nIt exposes a minimalist and user-friendly API and it targets high performance in model scoring, keeping a predictable and minimal memory footprint.\n\nCurrently, the following PMML elements are supported:\n* PMML General structure (preprocessing, data dictionary, etc.)\n* Tree-based models\n* Regression models\n* Ensembles of the previous\n\n## Getting Started\n\n```cpp\n#include \"cPMML.h\"\n\ncpmml::Model model(\"IrisTree.xml\");\nstd::unordered_map\u003cstd::string, std::string\u003e sample = {\n\t{\"sepal_length\",\"6.6\"},\n\t{\"sepal_width\",\"2.9\"},\n\t{\"petal_length\",\"4.6\"},\n\t{\"petal_width\",\"1.3\"}\n};\n\nstd::cout \u003c\u003c model.predict(sample); // \"Iris-versicolor\"\n```\n\n## Set-up \n#### Linux / Mac\n```\ngit clone https://github.com/AmadeusITGroup/cPMML.git \u0026\u0026 cd cPMML \u0026\u0026 ./install.sh\n```\n##### Prerequisites\n* Git\n* CMAKE \u003e= 3.5.1\n* Compiler supporting C++11\n\n\n#### Windows\n```\ngit clone https://github.com/AmadeusITGroup/cPMML.git \u0026\u0026 cd cPMML \u0026\u0026 install.bat\n```\n##### Prerequisites\n* Git\n* CMAKE \u003e= 3.5.1\n* MinGW-W64 supporting C++11\n\n## Documentation\nPlease refer to the [official documentation](https://amadeusitgroup.github.io/cPMML/) for further details.\n\n## Contributing\n\nPlease read [CONTRIBUTING.md](CONTRIBUTING.md) for details on how to submit your pull requests.\n\n## Authors\n\n* **Paolo Iannino** - *Initial work* - [Paolo](https://github.com/piannino)\n\nSee also the list of [contributors](https://github.com/AmadeusITGroup/cPMML/contributors) who participated in this project.\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famadeusitgroup%2Fcpmml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Famadeusitgroup%2Fcpmml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Famadeusitgroup%2Fcpmml/lists"}