{"id":13837284,"url":"https://github.com/ultrasaurus/ml_class","last_synced_at":"2025-07-10T16:32:39.594Z","repository":{"id":66810705,"uuid":"2133963","full_name":"ultrasaurus/ml_class","owner":"ultrasaurus","description":"code for the ml class","archived":false,"fork":true,"pushed_at":"2011-07-31T23:19:39.000Z","size":480,"stargazers_count":29,"open_issues_count":0,"forks_count":2,"subscribers_count":4,"default_branch":"master","last_synced_at":"2024-11-20T23:34:29.239Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"http://www.hilarymason.com","language":"Python","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"hmason/ml_class","license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ultrasaurus.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":"2011-07-31T21:51:44.000Z","updated_at":"2023-05-25T12:47:55.000Z","dependencies_parsed_at":"2023-02-20T12:01:05.227Z","dependency_job_id":null,"html_url":"https://github.com/ultrasaurus/ml_class","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ultrasaurus/ml_class","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultrasaurus%2Fml_class","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultrasaurus%2Fml_class/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultrasaurus%2Fml_class/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultrasaurus%2Fml_class/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ultrasaurus","download_url":"https://codeload.github.com/ultrasaurus/ml_class/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ultrasaurus%2Fml_class/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264608135,"owners_count":23636684,"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":[],"created_at":"2024-08-04T15:01:05.289Z","updated_at":"2025-07-10T16:32:39.329Z","avatar_url":"https://github.com/ultrasaurus.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"Machine Learning\n================\n\nclass taught by [Hilary Mason](http://www.hilarymason.com/)\n\nInstall \n--------\n\n* JSONView Chrome extension\n* Python (2.5, 2.6 or 2.7). Note forom scipy.org: NumPy installer should be used with the Python from http://python.org, not with Apple Python. These two are indeed incompatible, for one the python.org version is 32-bit while Apple version is 64-bit. Apple is also way behind on security updates, so normally python.org is the way to go. \n* [NLTK](http://www.nltk.org/download)\n* [NumPy](http://sourceforge.net/projects/numpy)\n* pycluster\n* hcluster\n\nVerify your install (the commands below after '$' should be typed at the command prompt, the rest is sample output)\n\n    $ python --version\n    Python 2.6.1\n\nany version of 2.5, 2.6 or 2.7 is fine. 3.0 is not going to work.\n\n    $ python\n    Python 2.6.1 (r261:67515, Jun 24 2010, 21:47:49) \n    [GCC 4.2.1 (Apple Inc. build 5646)] on darwin\n    Type \"help\", \"copyright\", \"credits\" or \"license\" for more information.\n    \u003e\u003e\u003e import nltk\n    \u003e\u003e\u003e \n    \nIf you don't get an error, it means it worked. Type exit() to leave the interactive python console.\n\nReferences\n----------\n\n* [Peter Skomoroch's dataset Bookmarks](http://www.delicious.com/pskomoroch/dataset)\n* [Data Source Handbook by Pete Warden](http://oreilly.com/catalog/0636920018254)\n\nClassifying Web Documents\n-------------------------\n\nRegister for an API key at http://developer.nytimes.com/apps/register and select \"Article Search API\"\n\n![Article Search API](https://img.skitch.com/20110731-b79yqahpf58d43ss2grqi1pi8.png)\n\n\nexample command-line:\ncurl \"http://api.nytimes.com/svc/search/v1/article?query=jazz\u0026api-key=\u003cinsert you key here\u003e\"\n\n    python nytimes_pull.py\n\ncreates two files \"arts\" and \"sports\"\n\n\nNaive Bayes Clasifier\n\n  python \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultrasaurus%2Fml_class","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fultrasaurus%2Fml_class","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fultrasaurus%2Fml_class/lists"}