{"id":16139801,"url":"https://github.com/sam120204/flappybird---python-with-neat","last_synced_at":"2025-04-06T18:18:32.976Z","repository":{"id":191504181,"uuid":"656520478","full_name":"Sam120204/FlappyBird---Python-with-NEAT","owner":"Sam120204","description":"Using an AI to play the game of flappy bird using Python and the module NEAT - python.","archived":false,"fork":false,"pushed_at":"2024-03-13T03:53:00.000Z","size":1519,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T00:16:29.101Z","etag":null,"topics":["neat-python","python"],"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/Sam120204.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":"2023-06-21T05:47:49.000Z","updated_at":"2023-07-06T09:18:27.000Z","dependencies_parsed_at":"2024-03-13T04:50:35.854Z","dependency_job_id":null,"html_url":"https://github.com/Sam120204/FlappyBird---Python-with-NEAT","commit_stats":null,"previous_names":["sam120204/flappybird---python-with-neat"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sam120204%2FFlappyBird---Python-with-NEAT","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sam120204%2FFlappyBird---Python-with-NEAT/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sam120204%2FFlappyBird---Python-with-NEAT/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sam120204%2FFlappyBird---Python-with-NEAT/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sam120204","download_url":"https://codeload.github.com/Sam120204/FlappyBird---Python-with-NEAT/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247526770,"owners_count":20953143,"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":["neat-python","python"],"created_at":"2024-10-09T23:49:51.297Z","updated_at":"2025-04-06T18:18:32.959Z","avatar_url":"https://github.com/Sam120204.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"**# FlappyBird-Project**\r\n\r\nUtilizing the Python-NEAT module to enable AI to control the bird that can navigate obstacles and achieve endless gameplay autonomously.\r\n\r\n\r\n\r\n**How it works?**\r\n\r\nNEAT stands for NeuroEvolution of Augmenting Topologies, which is a genetic algorithm designed to efficiently evolve artificial neural network topologies.\r\n\r\n\r\n**How NEAT applies to Flappy Bird?**\r\n\r\n- Note that all individuals belong to the same species because we found a solution before any topological innovation occurred. \r\n\r\n- From generation 0 to generation 4, all birds almost immediately hit the ground or the upper limit. \r\n\r\n- From generation 5, NEAT started to know how to keep the bird flying, but it still didn’t figure out how to get through the pipes. At generation 9, a huge breakthrough happened: a bird learned how to pass the pipes and became the skilled player you saw at the beginning of this article\r\n\r\n\r\n\r\n**Watch the DEMO here!**\r\n\r\n![4410c16acbd3a4c8a7ace8656f1adf35-ezgif com-video-to-gif-converter](https://github.com/Sam120204/FlappyBird---Python-with-NEAT/assets/75916625/d42d296d-8981-434e-ae72-5bff02ae7e86)\r\n\r\n\r\n**Core Design**\r\n![image](https://github.com/Sam120204/FlappyBird---Python-with-NEAT/assets/75916625/cc631939-26e1-4ba7-88a3-55e66c43d2df)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsam120204%2Fflappybird---python-with-neat","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsam120204%2Fflappybird---python-with-neat","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsam120204%2Fflappybird---python-with-neat/lists"}