{"id":17358159,"url":"https://github.com/dadadel/multilayerperceptron","last_synced_at":"2026-05-08T13:42:09.266Z","repository":{"id":149786316,"uuid":"118914345","full_name":"dadadel/MultiLayerPerceptron","owner":"dadadel","description":"Multi Layer Perceptron","archived":false,"fork":false,"pushed_at":"2018-01-25T13:11:48.000Z","size":234,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-01T19:44:22.078Z","etag":null,"topics":["multilayer-perceptron","neural-network","numpy","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/dadadel.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":"2018-01-25T13:11:08.000Z","updated_at":"2018-08-17T09:07:53.000Z","dependencies_parsed_at":"2023-06-02T14:45:15.652Z","dependency_job_id":null,"html_url":"https://github.com/dadadel/MultiLayerPerceptron","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/dadadel%2FMultiLayerPerceptron","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dadadel%2FMultiLayerPerceptron/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dadadel%2FMultiLayerPerceptron/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dadadel%2FMultiLayerPerceptron/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dadadel","download_url":"https://codeload.github.com/dadadel/MultiLayerPerceptron/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245874501,"owners_count":20686777,"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":["multilayer-perceptron","neural-network","numpy","python3"],"created_at":"2024-10-15T19:04:38.069Z","updated_at":"2026-05-08T13:42:04.246Z","avatar_url":"https://github.com/dadadel.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multi-Layer Perceptron\n\nThis is a Python 3 implementation of a multi-layer perceptron using Numpy and optionally Matplotlib for cost function visualization.\n\nIt is provided under GPLv3 licence.\n\nIt implements forward-propagation and backward-propagation (gradient descent).\n\nIt allows to learn examples and trying to minimize cost function.\n\nIt provides also Momentum optimization, RMSProp optimization, Adam optimization and Forbenius norm regularization.\n\nNote: I developed this only to implement myself the algorithms for fun and not for any production purpose. I already coded MLPs years ago in C and in C++.\n\nI tested it with images of characters (in PGM format) extracted from a scanned image with an other program I developed many years ago in C++ but very dirty so I don't provide it.\n\nI provide the jupyter notebook I used for some tests.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdadadel%2Fmultilayerperceptron","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdadadel%2Fmultilayerperceptron","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdadadel%2Fmultilayerperceptron/lists"}