{"id":19521486,"url":"https://github.com/curiousily/machine-learning-from-scratch","last_synced_at":"2025-05-07T04:04:27.658Z","repository":{"id":137927239,"uuid":"191438959","full_name":"curiousily/Machine-Learning-from-Scratch","owner":"curiousily","description":"Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.","archived":false,"fork":false,"pushed_at":"2023-07-05T08:35:08.000Z","size":2305,"stargazers_count":178,"open_issues_count":0,"forks_count":67,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-05-07T04:04:21.977Z","etag":null,"topics":["artificial-intelligence","book","classification","data-science","machine-learning","machine-learning-algorithms","neural-networks","notebook","recommender-systems","regression","reinforcement-learning","sentiment-analysis"],"latest_commit_sha":null,"homepage":"https://mlexpert.io","language":"Jupyter Notebook","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/curiousily.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}},"created_at":"2019-06-11T19:45:28.000Z","updated_at":"2025-04-26T05:47:19.000Z","dependencies_parsed_at":null,"dependency_job_id":"0a5a3a93-997f-468c-8935-16519efba1ad","html_url":"https://github.com/curiousily/Machine-Learning-from-Scratch","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/curiousily%2FMachine-Learning-from-Scratch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FMachine-Learning-from-Scratch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FMachine-Learning-from-Scratch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/curiousily%2FMachine-Learning-from-Scratch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/curiousily","download_url":"https://codeload.github.com/curiousily/Machine-Learning-from-Scratch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252810270,"owners_count":21807759,"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":["artificial-intelligence","book","classification","data-science","machine-learning","machine-learning-algorithms","neural-networks","notebook","recommender-systems","regression","reinforcement-learning","sentiment-analysis"],"created_at":"2024-11-11T00:32:45.119Z","updated_at":"2025-05-07T04:04:27.589Z","avatar_url":"https://github.com/curiousily.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"### Hands-On Machine Learning from Scratch\n\nInterested in deeper understanding of Machine Learning algorithms? Implement them in Python from scratch:\n\n\u003ca href=\"http://bit.ly/hands-on-machine-learning-from-scratch\" target=\"_blank\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/curiousily/Machine-Learning-from-Scratch/master/.github/book-cover.png\" width=\"250\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"http://bit.ly/hands-on-machine-learning-from-scratch\" target=\"_blank\"\u003eRead the book here\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuriousily%2Fmachine-learning-from-scratch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcuriousily%2Fmachine-learning-from-scratch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcuriousily%2Fmachine-learning-from-scratch/lists"}