{"id":25007850,"url":"https://github.com/samashi47/multi-layer-perceptron","last_synced_at":"2026-04-29T14:37:05.603Z","repository":{"id":228673757,"uuid":"748399875","full_name":"Samashi47/Multi-Layer-Perceptron","owner":"Samashi47","description":"Implementation of simple perceptron and MLP Classifiers in Python","archived":false,"fork":false,"pushed_at":"2024-02-14T20:30:46.000Z","size":565,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-05T02:55:54.648Z","etag":null,"topics":["classification","machine-learning","multi-layer-perceptron","perceptron","python3"],"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/Samashi47.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}},"created_at":"2024-01-25T22:11:50.000Z","updated_at":"2024-03-19T21:12:16.000Z","dependencies_parsed_at":"2024-03-19T23:28:29.358Z","dependency_job_id":"5e23cd98-d9c4-4fae-aa5b-ff22085e2704","html_url":"https://github.com/Samashi47/Multi-Layer-Perceptron","commit_stats":null,"previous_names":["samashi47/multi-layer-perceptron"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FMulti-Layer-Perceptron","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FMulti-Layer-Perceptron/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FMulti-Layer-Perceptron/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samashi47%2FMulti-Layer-Perceptron/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Samashi47","download_url":"https://codeload.github.com/Samashi47/Multi-Layer-Perceptron/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246262613,"owners_count":20749175,"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":["classification","machine-learning","multi-layer-perceptron","perceptron","python3"],"created_at":"2025-02-05T02:55:56.353Z","updated_at":"2026-04-29T14:37:00.571Z","avatar_url":"https://github.com/Samashi47.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multi-Layer-Perceptron\n## Description\n\nThis repo contains an implementation of a simple perceptron classifier, as well as an implementation of a multi-layer perceptron with backpropagation classifier.\n\n\u003e [!NOTE]\n\u003e The MLPClassifier in this repo is a simplistic implementation for small datasets. It is not intended to be used in big datasets as it is highly unoptimized.\n\n## To Run\n\nTo start, clone this branch of the repo into your local:\n\n```bash\ngit clone -b main --single-branch [https://github.com/Samashi47/Multi-Layer-Perceptron]\n```\n\nAfter cloning the project, activate the env:\n\n```bash\n.venv\\Scripts\\activate\n```\n\nYou can run the following command to install the dependencies:\n\n```bash\npip3 install -r requirements.txt\n```\n\nNow, you can use whichever classifier implementation you like.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamashi47%2Fmulti-layer-perceptron","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamashi47%2Fmulti-layer-perceptron","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamashi47%2Fmulti-layer-perceptron/lists"}