{"id":13571917,"url":"https://github.com/hammadshaikhha/Data-Science-and-Machine-Learning-from-Scratch","last_synced_at":"2025-04-04T09:31:20.049Z","repository":{"id":41745779,"uuid":"95613375","full_name":"hammadshaikhha/Data-Science-and-Machine-Learning-from-Scratch","owner":"hammadshaikhha","description":"Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.","archived":false,"fork":false,"pushed_at":"2021-11-02T01:38:24.000Z","size":20801,"stargazers_count":431,"open_issues_count":2,"forks_count":234,"subscribers_count":27,"default_branch":"master","last_synced_at":"2024-11-05T05:33:38.186Z","etag":null,"topics":["machine-learning","machine-learning-algorithms","machine-learning-from-scratch","python","siraj-raval","statistical-concepts"],"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/hammadshaikhha.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}},"created_at":"2017-06-28T00:50:14.000Z","updated_at":"2024-10-16T04:27:35.000Z","dependencies_parsed_at":"2022-08-11T15:02:17.949Z","dependency_job_id":null,"html_url":"https://github.com/hammadshaikhha/Data-Science-and-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/hammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hammadshaikhha","download_url":"https://codeload.github.com/hammadshaikhha/Data-Science-and-Machine-Learning-from-Scratch/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247153090,"owners_count":20892603,"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":["machine-learning","machine-learning-algorithms","machine-learning-from-scratch","python","siraj-raval","statistical-concepts"],"created_at":"2024-08-01T14:01:08.282Z","updated_at":"2025-04-04T09:31:15.029Z","avatar_url":"https://github.com/hammadshaikhha.png","language":"Jupyter Notebook","readme":"# Data Science in Python from Scratch\n\n# Style of notebooks\nI write the notebooks to contain:\n\n1) Intuition\n\n2) Mathematics and Statistics behind the tool/algorithm\n\n3) Code implementation from scratch (using numpy)\n\n4) Application to real (publicly available) data\n\nIf you spot any mistakes in the code or the theory, feel free to raise an issue. \n\n# Contact\nIf you would like to directly contact me with queries related to this repository:\n\nEmail: \u003chammy.shaikh@mail.utoronto.ca\u003e\n\nTwitter: https://twitter.com/HammadShaikhha\n","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhammadshaikhha%2FData-Science-and-Machine-Learning-from-Scratch/lists"}