{"id":18080646,"url":"https://github.com/omaraflak/medium-python-neural-network","last_synced_at":"2025-04-12T14:22:10.627Z","repository":{"id":52077812,"uuid":"157627361","full_name":"omaraflak/Medium-Python-Neural-Network","owner":"omaraflak","description":"This code is part of my post on Medium.","archived":false,"fork":false,"pushed_at":"2019-05-26T12:21:06.000Z","size":19,"stargazers_count":114,"open_issues_count":1,"forks_count":45,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-03-26T08:51:39.382Z","etag":null,"topics":["backpropagation","from-scratch","machine-learning","medium","medium-article","neural-network"],"latest_commit_sha":null,"homepage":"https://medium.com/@omaraflak/math-neural-network-from-scratch-in-python-d6da9f29ce65","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/omaraflak.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}},"created_at":"2018-11-15T00:02:55.000Z","updated_at":"2025-02-18T08:35:00.000Z","dependencies_parsed_at":"2022-09-07T05:31:34.521Z","dependency_job_id":null,"html_url":"https://github.com/omaraflak/Medium-Python-Neural-Network","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/omaraflak%2FMedium-Python-Neural-Network","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omaraflak%2FMedium-Python-Neural-Network/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omaraflak%2FMedium-Python-Neural-Network/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omaraflak%2FMedium-Python-Neural-Network/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/omaraflak","download_url":"https://codeload.github.com/omaraflak/Medium-Python-Neural-Network/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248578883,"owners_count":21127720,"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":["backpropagation","from-scratch","machine-learning","medium","medium-article","neural-network"],"created_at":"2024-10-31T13:09:13.015Z","updated_at":"2025-04-12T14:22:10.604Z","avatar_url":"https://github.com/omaraflak.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Mathematics of Neural Network\n\nThis code is part of my post on **[medium](https://medium.com/@omaraflak/math-neural-network-from-scratch-in-python-d6da9f29ce65)**.\n\nIt shows how to create a neural network **from scratch** in **Python**, going all the way from the **mathamatics** to the code.\n\n# Run it\n\n```shell\npython example_xor.py\npython example_conv.py\npython example_mnist.py\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomaraflak%2Fmedium-python-neural-network","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fomaraflak%2Fmedium-python-neural-network","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomaraflak%2Fmedium-python-neural-network/lists"}