{"id":34045166,"url":"https://github.com/ycsyrc-official/draft-basic","last_synced_at":"2026-03-27T04:31:33.215Z","repository":{"id":311442420,"uuid":"1043713249","full_name":"ycsyrc-official/draft-basic","owner":"ycsyrc-official","description":"machine learning third-party library made by ycsyrc","archived":false,"fork":false,"pushed_at":"2025-10-11T15:31:37.000Z","size":19,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-12-15T16:16:56.501Z","etag":null,"topics":["machine-learning","third-party-libraries"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/draft-basic/","language":null,"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/ycsyrc-official.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":"2025-08-24T13:14:16.000Z","updated_at":"2025-09-11T08:24:55.000Z","dependencies_parsed_at":"2025-08-24T18:46:00.844Z","dependency_job_id":"bfcd3297-1566-4d92-8617-440be8490e74","html_url":"https://github.com/ycsyrc-official/draft-basic","commit_stats":null,"previous_names":["ycsyrc-official/draft-basic"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/ycsyrc-official/draft-basic","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ycsyrc-official%2Fdraft-basic","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ycsyrc-official%2Fdraft-basic/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ycsyrc-official%2Fdraft-basic/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ycsyrc-official%2Fdraft-basic/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ycsyrc-official","download_url":"https://codeload.github.com/ycsyrc-official/draft-basic/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ycsyrc-official%2Fdraft-basic/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31019387,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-27T03:51:26.850Z","status":"ssl_error","status_checked_at":"2026-03-27T03:51:09.693Z","response_time":164,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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","third-party-libraries"],"created_at":"2025-12-13T23:04:26.004Z","updated_at":"2026-03-27T04:31:33.207Z","avatar_url":"https://github.com/ycsyrc-official.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# draft-basic  [![PyPI Downloads](https://static.pepy.tech/badge/draft-basic)](https://pepy.tech/projects/draft-basic)\n\u003cimg width=\"682\" height=\"154\" alt=\"屏幕截图 2025-08-24 224610\" src=\"https://github.com/user-attachments/assets/c599f5e7-fb4b-4362-9830-89b0dc12e2da\" /\u003e\n\nmachine learning third-party library made by ycsyrc(0.16.1)\n\nDownload method: pip install draft-basic==0.16.1\n\nUp to now, you can use this library to build a multi layer perceptron with one hidden layer, a perceptron, a knn model, a kmeans model, a SOM model and a NaiveBayes model.\n\nApart from that, it can also be used to draw linechart and confusion matrix.\n\n\u003cimg width=\"811\" height=\"1722\" alt=\"image\" src=\"https://github.com/user-attachments/assets/e87db982-8a5e-49f7-beab-fde5363465be\" /\u003e\n\nUp to now, the parameter named 'methods' of the train function which stays in the class 'MLP' now contains two methods, which is shown in the following graph.\n\n![draft_basic-mlp-2 drawio](https://github.com/user-attachments/assets/a22ccd85-bb10-4bb4-bd7b-25f94e657539)\n\nYou can find how to use the functions in the following URL.\n([https://mp.weixin.qq.com/s/PD100n7fHLZqnjs0xNkfeg](https://mp.weixin.qq.com/s/-1DdvssA1zLiyph_Jx8C1A))\n\nPYPI:https://pypi.org/manage/project/draft-basic/releases/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fycsyrc-official%2Fdraft-basic","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fycsyrc-official%2Fdraft-basic","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fycsyrc-official%2Fdraft-basic/lists"}