{"id":20190071,"url":"https://github.com/mempirate/simple-neural-network","last_synced_at":"2025-10-07T15:28:18.877Z","repository":{"id":63929089,"uuid":"127008105","full_name":"mempirate/simple-neural-network","owner":"mempirate","description":"Creating a simple neural network in Python with one input layer (3 inputs) and one output neuron.","archived":false,"fork":false,"pushed_at":"2018-08-13T13:05:46.000Z","size":12,"stargazers_count":179,"open_issues_count":2,"forks_count":96,"subscribers_count":13,"default_branch":"master","last_synced_at":"2024-12-07T21:00:58.414Z","etag":null,"topics":["deep-learning","deep-neural-networks","deeplearning","neural-network","neurons"],"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/mempirate.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":"2018-03-27T15:29:28.000Z","updated_at":"2024-10-07T06:08:52.000Z","dependencies_parsed_at":"2022-11-29T10:04:00.949Z","dependency_job_id":null,"html_url":"https://github.com/mempirate/simple-neural-network","commit_stats":null,"previous_names":["mempirate/simple-neural-network"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mempirate%2Fsimple-neural-network","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mempirate%2Fsimple-neural-network/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mempirate%2Fsimple-neural-network/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mempirate%2Fsimple-neural-network/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mempirate","download_url":"https://codeload.github.com/mempirate/simple-neural-network/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230423563,"owners_count":18223435,"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":["deep-learning","deep-neural-networks","deeplearning","neural-network","neurons"],"created_at":"2024-11-14T03:40:29.349Z","updated_at":"2025-10-07T15:28:13.844Z","avatar_url":"https://github.com/mempirate.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Simple Neural Network\nCreating a simple neural network in Python with one input layer (3 inputs) and one output neuron. A neural network with no hidden layers is called a perceptron. In the training_version.py I train the neural network in the clearest way possible, but it's not really useable. The outputs of the training can be found in outputs.txt .\nneural_network.py is an object and can be used by giving in different inputs.\n\nThanks to Milo Spencer-Harber for this: https://medium.com/technology-invention-and-more/how-to-build-a-simple-neural-network-in-9-lines-of-python-code-cc8f23647ca1\n\nAnd to Andrew Trask for this: https://iamtrask.github.io/2015/07/12/basic-python-network/\n\n## What does it do?\nThe neural_net.py tries to predict the output given 3 binary inputs. If the first input is 1, the output should be one. Otherwise the output should be 0.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmempirate%2Fsimple-neural-network","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmempirate%2Fsimple-neural-network","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmempirate%2Fsimple-neural-network/lists"}