{"id":21576012,"url":"https://github.com/leonwind/flappy-bird-ai","last_synced_at":"2025-07-06T17:37:34.089Z","repository":{"id":104454856,"uuid":"324551817","full_name":"leonwind/flappy-bird-ai","owner":"leonwind","description":"Genetic algorithm (NEAT) to generate and optimize deep neural networks for the game \"Flappy Bird\".","archived":false,"fork":false,"pushed_at":"2024-07-31T22:18:38.000Z","size":88,"stargazers_count":9,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-10T16:50:33.357Z","etag":null,"topics":["genetic-algorithm","neat","neural-networks","neuro-evolution"],"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/leonwind.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,"zenodo":null}},"created_at":"2020-12-26T12:35:45.000Z","updated_at":"2024-07-31T22:18:41.000Z","dependencies_parsed_at":null,"dependency_job_id":"b08c6660-911c-4358-b6d3-63fb83cecec0","html_url":"https://github.com/leonwind/flappy-bird-ai","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/leonwind/flappy-bird-ai","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonwind%2Fflappy-bird-ai","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonwind%2Fflappy-bird-ai/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonwind%2Fflappy-bird-ai/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonwind%2Fflappy-bird-ai/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/leonwind","download_url":"https://codeload.github.com/leonwind/flappy-bird-ai/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonwind%2Fflappy-bird-ai/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263943473,"owners_count":23533597,"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":["genetic-algorithm","neat","neural-networks","neuro-evolution"],"created_at":"2024-11-24T12:14:57.328Z","updated_at":"2025-07-06T17:37:34.070Z","avatar_url":"https://github.com/leonwind.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Flappy-Bird-Ai\n\nImplemented a genetic algorithm ([NEAT](https://en.wikipedia.org/wiki/Neuroevolution_of_augmenting_topologies)) to generate and optimize neural networks to play Flappy Bird.\nIt normally takes around 10 generations until at least one bird from the population evolves, which will not die anymore.\n\n## Usage\nTo let the genetic algorithm train an agent, use:\n```shell\npython -m flappy_bird.game\n```\n\nTo just play the game for yourself, use:\n```shell \npython -m flappy_bird.game -play\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonwind%2Fflappy-bird-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fleonwind%2Fflappy-bird-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonwind%2Fflappy-bird-ai/lists"}