{"id":23238309,"url":"https://github.com/zkan/intro-to-machine-learning","last_synced_at":"2025-08-19T23:32:50.725Z","repository":{"id":30210168,"uuid":"33761131","full_name":"zkan/intro-to-machine-learning","owner":"zkan","description":"Introduction to Machine Learning","archived":false,"fork":false,"pushed_at":"2020-03-02T12:42:35.000Z","size":990,"stargazers_count":26,"open_issues_count":1,"forks_count":10,"subscribers_count":5,"default_branch":"master","last_synced_at":"2024-04-14T13:49:10.634Z","etag":null,"topics":["hacktoberfest","machine-learning","pandas","python","scikit-learn","seaborn"],"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/zkan.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":"2015-04-11T03:30:26.000Z","updated_at":"2022-11-21T02:57:45.000Z","dependencies_parsed_at":"2022-09-05T01:01:10.096Z","dependency_job_id":null,"html_url":"https://github.com/zkan/intro-to-machine-learning","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/zkan%2Fintro-to-machine-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zkan%2Fintro-to-machine-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zkan%2Fintro-to-machine-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zkan%2Fintro-to-machine-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zkan","download_url":"https://codeload.github.com/zkan/intro-to-machine-learning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230374245,"owners_count":18216044,"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":["hacktoberfest","machine-learning","pandas","python","scikit-learn","seaborn"],"created_at":"2024-12-19T04:17:29.899Z","updated_at":"2024-12-19T04:17:30.687Z","avatar_url":"https://github.com/zkan.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction to Machine Learning\n\nThe code in this repository is inspired by [Scikit\nLearn](http://scikit-learn.org/) and [From Data With\nLove](http://fromdatawithlove.thegovans.us/2013/05/clustering-using-scikit-learn.html).\n\n## Installation Notes\n\nThis tutorial uses the following packages:\n\n- Python version 2.7.6\n- `numpy` version 1.9.2\n- `scipy` version 0.15.1\n- `matplotlib` version 1.4.3\n- `scikit-learn` version 0.16.0\n- `ipython` version 4.0.0, with notebook support (version 4.0.1)\n\nYou can also run `pipenv install` to install all required pacakges..\n\nAlternatively, check [Installing\nscikit-learn](http://scikit-learn.org/dev/install.html) out. It provides a good\ninstruction to get scikit-learn installed in different ways.\n\nI also provide a `Vagrantfile` with a bootstrap script in case someone wants to\ntry on an Ubuntu box. However, please note that the Vagrant box doesn't support\nany graphic stuff, so you'll need to remove or comment the code being used to\ngenerate the plots before run the code.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzkan%2Fintro-to-machine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzkan%2Fintro-to-machine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzkan%2Fintro-to-machine-learning/lists"}