{"id":20655778,"url":"https://github.com/leonamtv/mlp","last_synced_at":"2026-04-30T06:33:18.668Z","repository":{"id":100983304,"uuid":"332918334","full_name":"leonamtv/mlp","owner":"leonamtv","description":"MLP com uma camada intermediária implementado para a disciplina de inteligência computacional do CEFET-MG.","archived":false,"fork":false,"pushed_at":"2021-01-25T23:57:44.000Z","size":9,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-17T11:15:20.086Z","etag":null,"topics":["ai","backpropagation","machine-learning","neural-network","numpy","python","python3"],"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/leonamtv.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":"2021-01-25T23:56:06.000Z","updated_at":"2023-04-11T01:02:58.000Z","dependencies_parsed_at":null,"dependency_job_id":"bff21bc4-5a51-43ab-8c78-0a3dd5c13dde","html_url":"https://github.com/leonamtv/mlp","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/leonamtv%2Fmlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonamtv%2Fmlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonamtv%2Fmlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonamtv%2Fmlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/leonamtv","download_url":"https://codeload.github.com/leonamtv/mlp/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242762735,"owners_count":20181266,"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":["ai","backpropagation","machine-learning","neural-network","numpy","python","python3"],"created_at":"2024-11-16T18:12:42.782Z","updated_at":"2026-04-30T06:33:13.645Z","avatar_url":"https://github.com/leonamtv.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MLP\n\nTrabalho de multilayer perceptron da disciplina de inteligência computacional, CEFET-MG 2020.2.\n\nCada um dos arquivos `main_*.py` executa uma base de dados: and, or, xor e robo. \n\n## Execução\n\nPara que o software execute, você precisa de instalar o numpy (única dependência):\n\n```\npip install numpy\n```\n\nPara executar basta:\n\n```\npython3 main_or.py\npython3 main_and.py\npython3 main_xor.py\npython3 main_robo.py\n```\n\n## Arquiteturas:\n\nAbaixo, seguem os diagramas das redes utilizadas em cada uma das bases de dados.\n\n### AND, OR:\n\n\u003cp align='center'\u003e\n    \u003cimg width=600 src='assets/nn_1.svg'\u003e\n\u003c/p\u003e\n\n### XOR:\n\n\u003cp align='center'\u003e\n    \u003cimg width=600 src='assets/nn_2.svg'\u003e\n\u003c/p\u003e\n\n### ROBO:\n\n\u003cp align='center'\u003e\n    \u003cimg width=600 src='assets/nn_3.svg'\u003e\n\u003c/p\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonamtv%2Fmlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fleonamtv%2Fmlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonamtv%2Fmlp/lists"}