{"id":23602804,"url":"https://github.com/andreirech/snakeclassificator","last_synced_at":"2026-05-15T12:34:52.306Z","repository":{"id":242783487,"uuid":"810551238","full_name":"AndreiRech/SnakeClassificator","owner":"AndreiRech","description":"🐍 A simple snake classifier created using machine learning techniques","archived":false,"fork":false,"pushed_at":"2024-06-27T15:15:59.000Z","size":89429,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-13T16:33:14.163Z","etag":null,"topics":["jupyter-notebook","machine-learning","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/AndreiRech.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":"2024-06-04T23:15:52.000Z","updated_at":"2024-09-08T23:46:20.000Z","dependencies_parsed_at":"2024-06-05T00:43:32.969Z","dependency_job_id":"353ed887-d4ab-4f8e-b38f-4cda25b5bb74","html_url":"https://github.com/AndreiRech/SnakeClassificator","commit_stats":null,"previous_names":["andreirech/t2-machinelearning"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AndreiRech/SnakeClassificator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiRech%2FSnakeClassificator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiRech%2FSnakeClassificator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiRech%2FSnakeClassificator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiRech%2FSnakeClassificator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AndreiRech","download_url":"https://codeload.github.com/AndreiRech/SnakeClassificator/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AndreiRech%2FSnakeClassificator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33067432,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-15T11:35:32.926Z","status":"ssl_error","status_checked_at":"2026-05-15T11:35:31.362Z","response_time":103,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: 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":["jupyter-notebook","machine-learning","python"],"created_at":"2024-12-27T12:13:19.554Z","updated_at":"2026-05-15T12:34:52.287Z","avatar_url":"https://github.com/AndreiRech.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🔖 ALUNOS\n\n- [Andrei Rech | 23102140](https://github.com/AndreiRech) \n- [Carlos Eduardo | 23102218](https://github.com/shimpas-ville)\n- [Eduardo Colla De Bastiani | 23106295](https://github.com/eduardo-de-bastiani)\n- [Eduardo Wolf | 23102268](https://github.com/dudu-wolf)\n- [Urien Nolasco | 23102720](https://github.com/UrienNolasco)\n- [Victor dos Santos Cruz | 21103101](https://github.com/vteze)\n\n# 📚 INTRODUÇÃO\n\nCriação de um algoritmo capaz de classificar as cobras **Coral Verdadeira** e **Coral Falsa**.\n\n# 🛠 PRÉ REQUISITOS\n\nÉ necessário possuir a linguagem [Python](https://www.python.org/downloads/) instalada no computador (de preferência 3.10.6 - mas pode funcionar em superiores).\n\nOutra ferramente muito importante é o gerenciador de pacotes do Python, o [Pip](https://pypi.org/project/pip/).\n\nPor fim, a utilização do [JupyterLab](https://jupyter.org/) ou do [Google Colab](https://colab.google/) é necessária para a utilização do programa.\n\n# ⚙ INICIALIZAÇÃO\n\nPara a realização do projeto, utilizamos alguns pacotes adicionais. Segue a baixo a lista de pacotes a serem instalados e seus comandos:\n\n- *PyTorch e Torchvision*\n```\npip install torch torchvision\n```\n\n- *NumPy*\n```\npip install numpy\n```\n\n- *TQDM*\n```\npip install tqdm\n```\n\n- *Seaborn*\n```\npip install seaborn\n```\n\n- *ScikitLearn*\n```\npip install scikit-learn\n```\n\nPor fim, caso esteja utilizando o **JupyterLab**, abra o mesmo pelo terminal utilizando:\n```\njupyter lab\n```\n\n# O QUE FAZER\n\n**ATUALIZAR O README**\n\n- [X] Intrudoção\n- [X] Pré-Requisitos\n- [X] Inicialização\n\n**DESENVOLVIMENTO**\n\n- [X] Realizar pré-processamento\n- [X] Aplicar outros algortimos\n- [X] Padronizar saídas \n\n**AUXILIARES**\n\n- [X] Encontrar dataset\n- [X] Analisar as saídas\n- [X] Realizar uma demo\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreirech%2Fsnakeclassificator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandreirech%2Fsnakeclassificator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreirech%2Fsnakeclassificator/lists"}