{"id":19712740,"url":"https://github.com/deividsousan/genderclassificationwebapp","last_synced_at":"2026-04-28T16:39:16.502Z","repository":{"id":238459117,"uuid":"795430700","full_name":"DeividSouSan/GenderClassificationWebApp","owner":"DeividSouSan","description":"Aplicação web onde você consegue treinar um modelo de Machine Learning para classificar uma pessoa como do sexo masculino ou feminino com base em seu nome.","archived":false,"fork":false,"pushed_at":"2024-05-21T09:34:09.000Z","size":738,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-11-22T16:03:42.477Z","etag":null,"topics":["k-nearest-neighbor-classifier","k-nearest-neighbours","machine-learning","machine-learning-algorithms","pickle","pickle-file","python","python-3","python3","streamlit","streamlit-webapp","webapp"],"latest_commit_sha":null,"homepage":"","language":"Python","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/DeividSouSan.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":"2024-05-03T09:08:58.000Z","updated_at":"2024-10-08T19:18:11.000Z","dependencies_parsed_at":"2024-05-06T10:30:23.393Z","dependency_job_id":"1b810379-8308-4f78-8208-bc3ba1b82c33","html_url":"https://github.com/DeividSouSan/GenderClassificationWebApp","commit_stats":null,"previous_names":["deividsousan/genderclassificationwebapp"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/DeividSouSan/GenderClassificationWebApp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeividSouSan%2FGenderClassificationWebApp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeividSouSan%2FGenderClassificationWebApp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeividSouSan%2FGenderClassificationWebApp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeividSouSan%2FGenderClassificationWebApp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DeividSouSan","download_url":"https://codeload.github.com/DeividSouSan/GenderClassificationWebApp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DeividSouSan%2FGenderClassificationWebApp/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32390053,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T14:34:11.604Z","status":"ssl_error","status_checked_at":"2026-04-28T14:32:37.009Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["k-nearest-neighbor-classifier","k-nearest-neighbours","machine-learning","machine-learning-algorithms","pickle","pickle-file","python","python-3","python3","streamlit","streamlit-webapp","webapp"],"created_at":"2024-11-11T22:18:11.992Z","updated_at":"2026-04-28T16:39:16.485Z","avatar_url":"https://github.com/DeividSouSan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Gender Classification Web App with Streamlit\nEsse projeto é uma aplicação web onde o usuário pode treinar um modelo de Machine Learning para prever o sexo de uma pessoa a partir do seu nome.\n\nA biblioteca Streamlit e conceitos de Machine Learning foram utilizados durante o desenvolvimento.\n\nO objetivo do projeto era:\n1. Entender sobre Machine Learning e criar o meu proprio modelo.\n2. Criar uma forma de interação do usuário com o modelo de Machine Learning.\n\n## Screenshots\nInício da Página de Treinamento:\n![selecting-dataset](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/47922088-4e40-49b3-8231-6214c246e458)\n\nInício da Página de Uso:\n![test-model](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/04093e03-94ae-47ee-8440-37222b25621e)\n\n## Como Rodar\n### Clone o Repositório\nPrimeiro é necessário *clonar* ou *baixar* o repositório em sua máquina.\n\nVocê pode fazer isso rodando o comando abaixo na sua máquina:\n```\ngit clone https://github.com/DeividSouSan/GenderClassificationWebApp.git\n```\n\n### Crie um Ambiente Virtual\nEm seguida, antes de baixar as dependência, é melhor criar um **ambiente virtual** a fim de isolar as dependencias globais na sua máquina, das dependencias do projeto.\n\nNovamente, no terminal, acesse a pasta do repositório e escreva:\n```\npython3 -m venv .venv\n```\n\nAssim uma pasta chamada `.venv` será criada. Agora, basta apenas ativar o *ambiente virtual*:\n```\nsource .venv/bin/activate\n```\n### Baixe as Dependências\nCom o ambiente virtual configurado, baixe as dependências:\n\n```\npip install requirements.txt\n```\n\n### Rode a Aplicação\nFinalmente, para rodar a aplicação, basta rodar:\n\n```\nstreamlit run Home.py\n```\n## Stack Utilizada\nO dataset disponiblizado pode ser encontrado e baixado aqui também:\n[UCI ML Repository](https://archive.ics.uci.edu/dataset/591/gender+by+name)\n\n![Python](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/f983b7fe-59f1-4fff-a9e3-c6746b628ac2)\n![Pandas](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/5445ead4-e476-44d7-ba98-683d9a693581)\n![Scikit](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/e62a7b73-6ade-425b-a06a-645491051a4b)\n![Streamlit](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/383d72f3-2ad0-41a6-9af7-2da9bace42c0)\n![VSCode](https://github.com/DeividSouSan/GenderClassificationWebApp/assets/49818020/1861eeb0-9746-4a42-a416-eeab27f018e8)\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeividsousan%2Fgenderclassificationwebapp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdeividsousan%2Fgenderclassificationwebapp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdeividsousan%2Fgenderclassificationwebapp/lists"}