{"id":16391256,"url":"https://github.com/queirozfcom/cognitivo","last_synced_at":"2026-02-09T02:01:56.203Z","repository":{"id":148539483,"uuid":"255018219","full_name":"queirozfcom/Cognitivo","owner":"queirozfcom","description":null,"archived":false,"fork":false,"pushed_at":"2020-04-02T17:20:32.000Z","size":804,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-08-02T21:48:22.205Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":false,"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/queirozfcom.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-04-12T05:53:09.000Z","updated_at":"2020-04-21T20:57:07.000Z","dependencies_parsed_at":"2023-05-20T11:00:21.539Z","dependency_job_id":null,"html_url":"https://github.com/queirozfcom/Cognitivo","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/queirozfcom/Cognitivo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/queirozfcom%2FCognitivo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/queirozfcom%2FCognitivo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/queirozfcom%2FCognitivo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/queirozfcom%2FCognitivo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/queirozfcom","download_url":"https://codeload.github.com/queirozfcom/Cognitivo/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/queirozfcom%2FCognitivo/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29254303,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-09T01:52:29.835Z","status":"online","status_checked_at":"2026-02-09T02:00:09.501Z","response_time":56,"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":[],"created_at":"2024-10-11T04:45:32.211Z","updated_at":"2026-02-09T02:01:56.198Z","avatar_url":"https://github.com/queirozfcom.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cognitivo\n\n1- A estrategia da modelagem foi, utilizar o maximo de variaveis relacionadas ao imovel, para baseada nisso predizer o valor deste.\n3- Primeiramente foi rodado um modelo base line,apos isso, testei nlearning-rate, a menor diferenca entre treino e validacao foi o learning rate escolhido.\n4-O criterio foi 70/30, dada a quatindade de dados nao tenho problema de overfiting, ou poucos dados para validacao.\n5- Em excel,comparei a distribuicao das principais variaveis do modelo, apos quebrar os precos em decis o preco (predidto), apos isso, analisei a ordenacao das variavies, possuem boa ordenacao, e tambem conseguimos predizer preco por bairro, tipo de cancelamento,etc.\nAssim, concluo que o modelo e robusto e com boa predicao do preco.\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqueirozfcom%2Fcognitivo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fqueirozfcom%2Fcognitivo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fqueirozfcom%2Fcognitivo/lists"}