{"id":17723444,"url":"https://github.com/vivek3141/flappy-neat","last_synced_at":"2025-03-14T05:31:58.929Z","repository":{"id":96162769,"uuid":"143489292","full_name":"vivek3141/flappy-neat","owner":"vivek3141","description":"Implementing the NEAT algorithm to play flappy bird","archived":false,"fork":false,"pushed_at":"2018-09-03T18:18:57.000Z","size":685,"stargazers_count":11,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2023-03-02T04:25:48.879Z","etag":null,"topics":["flappy-bird","machine-learning","neat","neural-network","neuroevolution"],"latest_commit_sha":null,"homepage":null,"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/vivek3141.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":"2018-08-04T01:53:49.000Z","updated_at":"2023-02-01T21:53:37.000Z","dependencies_parsed_at":null,"dependency_job_id":"1afc5ba1-59aa-44cb-9c36-3957617e0add","html_url":"https://github.com/vivek3141/flappy-neat","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fflappy-neat","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fflappy-neat/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fflappy-neat/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vivek3141%2Fflappy-neat/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vivek3141","download_url":"https://codeload.github.com/vivek3141/flappy-neat/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243532517,"owners_count":20306151,"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":["flappy-bird","machine-learning","neat","neural-network","neuroevolution"],"created_at":"2024-10-25T15:42:58.190Z","updated_at":"2025-03-14T05:31:58.921Z","avatar_url":"https://github.com/vivek3141.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Flappy NEAT\nThis program trains an AI to play Flappy Bird using the NEAT algorithm.\n\n## Requirements\n* neat-python\n* pygame\n* pickle\n\n## How it works\nThis program uses the Neuro Evolution of Augmenting Topologies algorithm. Unlike standard\nneuroevolution, which has a fixed network structure, NEAT learns the best architecture. \n\n## Usage\nTo train, run \n\u003cbr /\u003e\n`python3 main.py train`\n\u003cbr /\u003e\u003cbr /\u003e\nTo run, run \u003cbr /\u003e\n`python3 main.py run`\n\n## Score\nI got a score of 123. Feel free to change the variables in the config file and try!\n\n## Credits\n@GianottiGustavo for the game and config.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Fflappy-neat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvivek3141%2Fflappy-neat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvivek3141%2Fflappy-neat/lists"}