{"id":16585528,"url":"https://github.com/jdhao/logistic-regression","last_synced_at":"2026-02-11T10:02:13.803Z","repository":{"id":109573996,"uuid":"477578306","full_name":"jdhao/logistic-regression","owner":"jdhao","description":"logistic regression from scratch","archived":false,"fork":false,"pushed_at":"2022-10-17T20:43:19.000Z","size":286,"stargazers_count":2,"open_issues_count":1,"forks_count":2,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-02T02:13:58.055Z","etag":null,"topics":["logistic-regression","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jdhao.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2022-04-04T06:37:25.000Z","updated_at":"2023-07-25T14:56:05.000Z","dependencies_parsed_at":"2023-03-30T08:39:37.101Z","dependency_job_id":null,"html_url":"https://github.com/jdhao/logistic-regression","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jdhao/logistic-regression","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdhao%2Flogistic-regression","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdhao%2Flogistic-regression/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdhao%2Flogistic-regression/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdhao%2Flogistic-regression/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jdhao","download_url":"https://codeload.github.com/jdhao/logistic-regression/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jdhao%2Flogistic-regression/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29331597,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-11T06:13:03.264Z","status":"ssl_error","status_checked_at":"2026-02-11T06:12:55.843Z","response_time":97,"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":["logistic-regression","machine-learning"],"created_at":"2024-10-11T22:48:18.850Z","updated_at":"2026-02-11T10:02:13.785Z","avatar_url":"https://github.com/jdhao.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Description\n\nThis is my implementation for Logistic regression for a classification task,\ndropout during training is also included.\nDataset used in training and evaluation is [breast cancer dataset](https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html).\n\nThe model training is done using SGD (stochastic gradient descent).\n\nYou can check the derivation of derivative for weight in `doc.pdf`.\n\n# Dependency\n\nRun the following command to install dependencies:\n\n```\npip install -r requirements.txt\n```\n\n# How to run\n\nThe complete code is in `run_sgd.py`:\n\n```\npython run_sgd.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjdhao%2Flogistic-regression","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjdhao%2Flogistic-regression","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjdhao%2Flogistic-regression/lists"}