{"id":19845730,"url":"https://github.com/jesussantana/unsupervised-classification","last_synced_at":"2026-06-10T08:30:59.579Z","repository":{"id":113637807,"uuid":"380266748","full_name":"jesussantana/Unsupervised-Classification","owner":"jesussantana","description":"Practice and become familiar with clustering algorithms","archived":false,"fork":false,"pushed_at":"2021-07-11T07:56:38.000Z","size":56120,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-28T22:51:34.099Z","etag":null,"topics":["hierarchical-clustering","kmeans-clustering","pca-analysis","unsupervised-classification","unsupervised-clustering"],"latest_commit_sha":null,"homepage":"","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/jesussantana.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":"2021-06-25T14:39:42.000Z","updated_at":"2021-07-11T07:56:40.000Z","dependencies_parsed_at":"2023-03-13T13:18:40.982Z","dependency_job_id":null,"html_url":"https://github.com/jesussantana/Unsupervised-Classification","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jesussantana/Unsupervised-Classification","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FUnsupervised-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FUnsupervised-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FUnsupervised-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FUnsupervised-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jesussantana","download_url":"https://codeload.github.com/jesussantana/Unsupervised-Classification/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jesussantana%2FUnsupervised-Classification/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34144679,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-10T02:00:07.152Z","response_time":89,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["hierarchical-clustering","kmeans-clustering","pca-analysis","unsupervised-classification","unsupervised-clustering"],"created_at":"2024-11-12T13:09:03.912Z","updated_at":"2026-06-10T08:30:59.562Z","avatar_url":"https://github.com/jesussantana.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# [IT Academy - Data Science with Python](https://www.barcelonactiva.cat/es/itacademy)\n## [S15 T01: Unsupervised Classification](https://github.com/jesussantana/Unsupervised-Classification/blob/main/notebooks/S15_01_Unsupervised_Classification.ipynb)\n\n[![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/)  \n \n[![Made withJupyter](https://img.shields.io/badge/Made%20with-Jupyter-orange?style=for-the-badge\u0026logo=Jupyter)](https://jupyter.org/try)  \n\n[![Linkedin: JesusSantana](https://img.shields.io/badge/-JesusSantana-blue?style=flat-square\u0026logo=Linkedin\u0026logoColor=white\u0026link=https://www.linkedin.com/in/chus-santana/)](https://www.linkedin.com/in/chus-santana/)  \n\n[![GitHub JesusSantana](https://img.shields.io/github/followers/jesussantana?label=follow\u0026style=social)](https://github.com/jesussantana)   \n\n### Description\n\nLet’s practice and become familiar with clustering algorithms.\n\n\n### Level 1  \n\n- Exercise 1: \n  - Classify the different flights using the K-means algorithm.\n\n### Level 2\n\n- Exercise 2: \n  - Classify the different flights using the hierarchical clustering algorithm.\n\n### Level 3\n\n- Exercise 3: \n  - Calculate clustering performance using a parameter such as silhouette.\n\n\n### Targets\n\n- Kmeans\n- Hierarchical Clustering\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjesussantana%2Funsupervised-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjesussantana%2Funsupervised-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjesussantana%2Funsupervised-classification/lists"}