{"id":15567005,"url":"https://github.com/d6y/oner_quantize","last_synced_at":"2025-03-29T05:15:56.594Z","repository":{"id":57648963,"uuid":"213389239","full_name":"d6y/oner_quantize","owner":"d6y","description":"Qualization library based on 1R","archived":false,"fork":false,"pushed_at":"2020-04-13T16:44:51.000Z","size":69,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-04T14:23:31.163Z","etag":null,"topics":["1r","machine-learning","oner","quantization","rule-based","rust-lang"],"latest_commit_sha":null,"homepage":"","language":"Rust","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mpl-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/d6y.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":"2019-10-07T13:22:25.000Z","updated_at":"2020-04-13T16:44:53.000Z","dependencies_parsed_at":"2022-09-26T20:30:37.761Z","dependency_job_id":null,"html_url":"https://github.com/d6y/oner_quantize","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/d6y%2Foner_quantize","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d6y%2Foner_quantize/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d6y%2Foner_quantize/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/d6y%2Foner_quantize/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/d6y","download_url":"https://codeload.github.com/d6y/oner_quantize/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246140591,"owners_count":20729802,"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":["1r","machine-learning","oner","quantization","rule-based","rust-lang"],"created_at":"2024-10-02T17:09:34.348Z","updated_at":"2025-03-29T05:15:56.568Z","avatar_url":"https://github.com/d6y.png","language":"Rust","funding_links":[],"categories":[],"sub_categories":[],"readme":"![Rust](https://github.com/d6y/oner_quantize/workflows/Rust/badge.svg)\n\n# 1R quantization implementation in Rust\n\nQuantization takes numeric data and turns it into a discrete set of intervals.\n\nFor example, given labelled data such:\n\n| Value | Label   |\n|-------| ------- |\n| 1     | true |\n| 40    | true |\n| 100   | false |\n| 101   | false |\n\nWe might discover the intervals:\n\n- less than 100 (true)\n- 100 or more (false)\n\nThis is a reimplementation of the 1R quantization algorithm described in [Holte (1993)](https://link.springer.com/article/10.1023%2FA%3A1022631118932). It is a complement to \u003chttps://crates.io/crates/oner_induction\u003e.\n\n# Documentation and examples\n\n- [API reference and usage](https://docs.rs/oner_quantize/)\n- An example application: \u003chttps://github.com/d6y/oner\u003e\n\n# License\n\nCopyright 2020 Richard Dallaway\n\nThis Source Code Form is subject to the terms of the Mozilla Public\nLicense, v. 2.0. If a copy of the MPL was not distributed with this\nfile, You can obtain one at \u003chttps://mozilla.org/MPL/2.0/\u003e.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fd6y%2Foner_quantize","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fd6y%2Foner_quantize","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fd6y%2Foner_quantize/lists"}