{"id":16509481,"url":"https://github.com/jtemporal/recdepadroes2015","last_synced_at":"2025-09-27T18:31:27.955Z","repository":{"id":78994865,"uuid":"44749744","full_name":"jtemporal/recDePadroes2015","owner":"jtemporal","description":"Códigos para as aulas da disciplina: IBM1090 - Reconhecimento de Padrões","archived":false,"fork":false,"pushed_at":"2016-10-21T20:17:00.000Z","size":17083,"stargazers_count":4,"open_issues_count":6,"forks_count":4,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-12-20T03:11:19.391Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"R","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/jtemporal.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":"2015-10-22T14:13:17.000Z","updated_at":"2024-02-28T22:23:52.000Z","dependencies_parsed_at":null,"dependency_job_id":"b3642af0-47d7-4e99-8827-3802a64fd26c","html_url":"https://github.com/jtemporal/recDePadroes2015","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/jtemporal%2FrecDePadroes2015","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jtemporal%2FrecDePadroes2015/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jtemporal%2FrecDePadroes2015/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jtemporal%2FrecDePadroes2015/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jtemporal","download_url":"https://codeload.github.com/jtemporal/recDePadroes2015/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":231487760,"owners_count":18384254,"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":"2024-10-11T15:50:44.285Z","updated_at":"2025-09-27T18:31:27.429Z","avatar_url":"https://github.com/jtemporal.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Projeto para disciplina de Reconhecimento de Padroes 2015\n\nEsse projeto teve como objetivo usar o conhecimento adquirido em sala de aula.\n\nEscolhemos dados de dengue disponiveis publicamente no banco de dados GEO.\n\nPara ver a versao user friendly do trabalho clique [aqui](https://github.com/jtemporal/recDePadroes2015/blob/master/mainCode.Rmd)\ne o código \"seco\" [aqui](https://github.com/jtemporal/recDePadroes2015/blob/master/script.R)\n\n\nPlots\n-------------------\nPCA 3D com os 3 primeiros PCs pode ser encontrado [nesse link](https://youtu.be/8B2cN3rDB0E)\n\nPCA 3D com PCs 1, 3 e 4 pode ser encontrado [nesse link](https://youtu.be/IZK3VB4bxbs)\n\nPCA calculado pela funcao prcomp, PC1 x PC2\n![pca](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/pca-1com2-legendado.png)\n\nPCA calculado pela funcao prcomp: pareado PC1 x PC2, PC1 x PC3, PC2 x PC3\n![pcaPairs](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/pca-pairs.png)\n\nCluster gerado com a funcao kmeans (k=2)\n![kmeans](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/kmeans-2centers.png)\n\nCluster gerado com a funcao pam (k=2)\n![pam](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/pam-2centers.png)\n\nDendrograma gerado com a funcao hclust\n![dendroHclust](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/dendro-hclust-cloredLeaf.jpg)\n\nDendrograma gerado com a funcao diana\n\n![dendroDiana](https://github.com/jtemporal/recDePadroes2015/blob/master/plots/dendro-Diana-cloredLeaf.jpg)\n\n-------------------\nContribuidores:\n-------------------\n* [Jessica Temporal](https://github.com/jtemporal)\n* [Raissa de F. Poch](https://github.com/raissapoch)\n* [Wilbert Dener](https://github.com/wilbertdener)\n \n\n\n-------------------\nIMPORTANTE\n-------------------\nSe estiver rodando o script no linux você precisa ter as seguintes bibliotecas instaladas:\n- XML\n- Curl\n\npara tanto, você pode fazer os seguintes comandos no seu terminal:\n\n```\nsudo apt-get install libcurl4-openssl-dev\nsudo apt-get install libxml2-dev\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjtemporal%2Frecdepadroes2015","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjtemporal%2Frecdepadroes2015","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjtemporal%2Frecdepadroes2015/lists"}