{"id":28393395,"url":"https://github.com/yhangf/mimose","last_synced_at":"2025-10-05T07:41:07.671Z","repository":{"id":292446782,"uuid":"64748787","full_name":"yhangf/mimose","owner":"yhangf","description":"  :seedling:Micro machine learning framework implemented in Python3.","archived":false,"fork":false,"pushed_at":"2019-02-20T04:52:37.000Z","size":518,"stargazers_count":14,"open_issues_count":0,"forks_count":6,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-06-01T03:12:07.555Z","etag":null,"topics":["machine-learning","micro-framework","python3"],"latest_commit_sha":null,"homepage":"","language":"Python","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/yhangf.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2016-08-02T10:45:36.000Z","updated_at":"2023-08-22T13:06:46.000Z","dependencies_parsed_at":"2025-05-10T02:44:42.173Z","dependency_job_id":"18dc44da-f338-46c5-803c-2dcabd0e2a8f","html_url":"https://github.com/yhangf/mimose","commit_stats":null,"previous_names":["yhangf/mimose"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/yhangf/mimose","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhangf%2Fmimose","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhangf%2Fmimose/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhangf%2Fmimose/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhangf%2Fmimose/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yhangf","download_url":"https://codeload.github.com/yhangf/mimose/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yhangf%2Fmimose/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278425450,"owners_count":25984682,"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":"2025-10-05T02:00:06.059Z","response_time":54,"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":["machine-learning","micro-framework","python3"],"created_at":"2025-05-31T16:12:10.658Z","updated_at":"2025-10-05T07:41:07.666Z","avatar_url":"https://github.com/yhangf.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"```shell\n                           _   .-')            _   .-')                  .-')      ('-.\n                          ( '.( OO )_         ( '.( OO )_               ( OO ).  _(  OO)\n                           ,--.   ,--.) ,-.-') ,--.   ,--.).-'),-----. (_)---\\_)(,------.\n                           |   `.'   |  |  |OO)|   `.'   |( OO'  .-.  '/    _ |  |  .---'\n                           |         |  |  |  \\|         |/   |  | |  |\\  :` `.  |  |\n                           |  |'.'|  |  |  |(_/|  |'.'|  |\\_) |  |\\|  | '..`''.)(|  '--.\n                           |  |   |  | ,|  |_.'|  |   |  |  \\ |  | |  |.-._)   \\ |  .--'\n                           |  |   |  |(_|  |   |  |   |  |   `'  '-'  '\\       / |  `---.\n                           `--'   `--'  `--'   `--'   `--'     `-----'  `-----'  `------'\n```\n\n\u003cp align=\"center\"\u003e\n \u003ca href=\"https://github.com/yhangf/mimose/blob/master/LICENSE\"\u003e\n        \u003cimg src=\"https://img.shields.io/cocoapods/l/EFQRCode.svg?style=flat\"\u003e\n        \u003c/a\u003e\n \u003ca href=\"https://zh.wikipedia.org/wiki/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/ML-mimose-ff69b4.svg\"\u003e\n        \u003c/a\u003e\n \u003ca href=\"https://github.com/yhangf/mimose/test\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/coverage-100%25-brightgreen.svg\"\u003e\n        \u003c/a\u003e\n   \u003ca href=\"\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/Tobe-continued-orange.svg\"\u003e\n        \u003c/a\u003e\n   \u003ca href=\"https://github.com/yhangf/mimose\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/stars/yhangf/mimose.svg?style=social\u0026label=Star\"\u003e\n        \u003c/a\u003e\n    \u003ca href=\"https://github.com/yhangf/mimose\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/forks/yhangf/mimose.svg?style=social\u0026label=Fork\"\u003e\n        \u003c/a\u003e\n\u003c/p\u003e\n\n\n## :speech_balloon:Introduction\n\n\u003e I've written a lot about machine learning essay [ML-NOTE](https://github.com/yhangf/ML-NOTE), therefore, I want to make a summary of machine learning theories in the past through **mimose** project.\n\n## :sparkling_heart:Included algorithms\n\n* ### Regression models:four_leaf_clover:\n    * [x] linear regression [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/%E7%BA%BF%E6%80%A7%E5%9B%9E%E5%BD%92%E4%B8%8E%E6%9C%80%E5%B0%8F%E4%BA%8C%E4%B9%98%E6%B3%95.pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/linear_regression.py)|[zhihu](https://zhuanlan.zhihu.com/p/36910496)]\n    * [x] lasso regression [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/lasso_regression.py)]\n    * [x] ridge regression [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/ridge_regression.py)]\n    * [x] grey model [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/grey_model.py)]\n\n* ### Classify models:rose:\n\n    - [x] logistic regression [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E7%AE%97%E6%B3%95.pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/logistic_regression.py)|[zhihu](https://zhuanlan.zhihu.com/p/37020923)]\n    - [x] perceptron [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/%E6%84%9F%E7%9F%A5%E6%9C%BA%E7%AE%97%E6%B3%95.pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/perceptron.py)|[zhihu](https://zhuanlan.zhihu.com/p/37134548)]\n    - [x] knn [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/knn.py)]\n    - [x] linear discriminant analysis [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/lda.py)]\n    - [x] naive bayes [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/%E6%9C%B4%E7%B4%A0%E8%B4%9D%E5%8F%B6%E6%96%AF%E7%AE%97%E6%B3%95.pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/naive_bayes.py)|[zhihu](https://zhuanlan.zhihu.com/p/40246165)]\n    - [x] svm [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA(%E4%B8%8B%E7%AF%87).pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/svm.py)|[zhihu](https://zhuanlan.zhihu.com/p/39219534)]\n\n* ### Clustering models:tulip:\n\n    - [x] kmeans [[code](https://github.com/yhangf/mimose/blob/master/mimose/models/kmeans.py)]\n\n* ### Descending dimension methods:fallen_leaf:\n\n    - [x] pca [[pdf](https://github.com/yhangf/ML-NOTE/blob/master/pdf/PCA%E7%AE%97%E6%B3%95.pdf)|[code](https://github.com/yhangf/mimose/blob/master/mimose/models/compress.py)|[zhihu](https://zhuanlan.zhihu.com/p/46671639)]\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyhangf%2Fmimose","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyhangf%2Fmimose","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyhangf%2Fmimose/lists"}