{"id":31755388,"url":"https://github.com/ringer-softwares/kolmov","last_synced_at":"2025-10-09T18:47:58.326Z","repository":{"id":39634115,"uuid":"323623160","full_name":"ringer-softwares/kolmov","owner":"ringer-softwares","description":"A Framework to make the cross validation studies and pos tuning analysis for NeuralRinger developments","archived":false,"fork":false,"pushed_at":"2023-03-06T12:58:26.000Z","size":29096,"stargazers_count":3,"open_issues_count":7,"forks_count":16,"subscribers_count":3,"default_branch":"master","last_synced_at":"2023-03-08T19:50:39.520Z","etag":null,"topics":["correction","cross-validation","rak"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ringer-softwares.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":"2020-12-22T12:43:30.000Z","updated_at":"2023-03-08T19:50:39.520Z","dependencies_parsed_at":"2023-02-12T23:00:48.654Z","dependency_job_id":null,"html_url":"https://github.com/ringer-softwares/kolmov","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/ringer-softwares/kolmov","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ringer-softwares%2Fkolmov","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ringer-softwares%2Fkolmov/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ringer-softwares%2Fkolmov/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ringer-softwares%2Fkolmov/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ringer-softwares","download_url":"https://codeload.github.com/ringer-softwares/kolmov/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ringer-softwares%2Fkolmov/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279001878,"owners_count":26083226,"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","status":"online","status_checked_at":"2025-10-09T02:00:07.460Z","response_time":59,"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":["correction","cross-validation","rak"],"created_at":"2025-10-09T18:47:55.874Z","updated_at":"2025-10-09T18:47:58.319Z","avatar_url":"https://github.com/ringer-softwares.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# KoLMoV\n\n[![PyPI Version](https://img.shields.io/pypi/v/kolmov)](https://pypi.org/project/kolmov/)\n[![Python Versions](https://img.shields.io/pypi/pyversions/kolmov)](https://github.com/jodafons/kolmov)\n\nWe should include some description here.\n\n## What does mean?\n\nKoLMoV (**K**it **o**f **L**earning **M**odels **V**alidation) is a repository that contains somes helpers to calculate the cross validation or pileup linear fit for ringer tuning derived from [saphyra](https://github.com/ringer-atlas/saphyra) package.\n\n**NOTE** This repository is part of the ringer analysis kit.\n\n## Installation:\n\nInstall stable version from pip:\n```bash\npip install kolmov\n```\nor install latest version from git:\n```bash\npip install git+https://github.com/ringer-atlas/kolmov.git@master\n```\nor install from source:\n```bash\ngit clone https://github.com/ringer-atlas/kolmov.git \ncd kolmov\nsource scripts/setup.sh\n```\n\n## Notes about ringer project:\n\nIn 2017 the ATLAS experiment implemented an ensemble of neural networks (NeuralRinger algorithm) dedicated to improving the performance of filtering events containing electrons in the high-input rate online environment of the Large Hadron Collider at CERN, Geneva. The ensemble employs a concept of calorimetry rings. The training procedure and final structure of the ensemble are used to minimize fluctuations from detector response, according to the particle energy and position of incidence.\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fringer-softwares%2Fkolmov","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fringer-softwares%2Fkolmov","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fringer-softwares%2Fkolmov/lists"}