{"id":16108336,"url":"https://github.com/zh-plus/evolutionary_neural_network-stop","last_synced_at":"2025-03-18T09:30:26.638Z","repository":{"id":113946134,"uuid":"152941419","full_name":"zh-plus/evolutionary_neural_network-STOP","owner":"zh-plus","description":"Using evolutionary algorithm to search for a great neural network architecture.","archived":false,"fork":false,"pushed_at":"2018-12-10T11:05:00.000Z","size":63,"stargazers_count":5,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-28T08:29:46.999Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zh-plus.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2018-10-14T05:09:23.000Z","updated_at":"2024-09-27T13:02:41.000Z","dependencies_parsed_at":"2023-06-26T02:08:15.362Z","dependency_job_id":null,"html_url":"https://github.com/zh-plus/evolutionary_neural_network-STOP","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/zh-plus%2Fevolutionary_neural_network-STOP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zh-plus%2Fevolutionary_neural_network-STOP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zh-plus%2Fevolutionary_neural_network-STOP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zh-plus%2Fevolutionary_neural_network-STOP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zh-plus","download_url":"https://codeload.github.com/zh-plus/evolutionary_neural_network-STOP/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243910666,"owners_count":20367546,"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":[],"created_at":"2024-10-09T19:26:28.378Z","updated_at":"2025-03-18T09:30:26.632Z","avatar_url":"https://github.com/zh-plus.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\n\n\n##### Current Situation\n\n​Basically, we'll use MNIST as our test bench now.\n\n​The preliminary goal we want to achieve is evolving an neural network that can rival the [model](https://github.com/zh-plus/NN_example/blob/master/CNN/mnist_highACC.py) in my NN_example repository, i.e. approximately 99.6 test accuracy in MNIST data set.\n\n\n\nIn the future, we will also adapt it into more data set, namely CIFAR-10, CIFAR-100 and ImageNet.\n\n\n\n##### References\n\n- [Large-Scale Evolution of Image Classifiers](https://arxiv.org/pdf/1703.01041.pdf)\n- [Regularized Evolution for Image Classifier Architecture Search](https://arxiv.org/pdf/1802.01548.pdf)\n- [Learning Transferable Architectures for Scalable Image Recognition](https://arxiv.org/pdf/1707.07012.pdf)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzh-plus%2Fevolutionary_neural_network-stop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzh-plus%2Fevolutionary_neural_network-stop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzh-plus%2Fevolutionary_neural_network-stop/lists"}