{"id":39141194,"url":"https://github.com/kencyke/hopfield-mnist","last_synced_at":"2026-01-17T21:30:53.049Z","repository":{"id":125895835,"uuid":"107755596","full_name":"kencyke/hopfield-mnist","owner":"kencyke","description":"A scikit-learn implementation of hopfield network for MNIST","archived":false,"fork":false,"pushed_at":"2024-01-06T00:51:08.000Z","size":101,"stargazers_count":19,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-01-06T03:46:09.177Z","etag":null,"topics":["hopfield-network","mnist","python","scikit-learn"],"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/kencyke.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}},"created_at":"2017-10-21T06:01:40.000Z","updated_at":"2024-01-06T00:51:23.000Z","dependencies_parsed_at":"2024-01-04T03:39:22.809Z","dependency_job_id":"8795121a-d01c-443b-b03e-654db634ab74","html_url":"https://github.com/kencyke/hopfield-mnist","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"purl":"pkg:github/kencyke/hopfield-mnist","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kencyke%2Fhopfield-mnist","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kencyke%2Fhopfield-mnist/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kencyke%2Fhopfield-mnist/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kencyke%2Fhopfield-mnist/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kencyke","download_url":"https://codeload.github.com/kencyke/hopfield-mnist/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kencyke%2Fhopfield-mnist/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28518627,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-17T18:55:29.170Z","status":"ssl_error","status_checked_at":"2026-01-17T18:55:03.375Z","response_time":85,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["hopfield-network","mnist","python","scikit-learn"],"created_at":"2026-01-17T21:30:51.465Z","updated_at":"2026-01-17T21:30:53.037Z","avatar_url":"https://github.com/kencyke.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# hopfield-mnist\n\n## Usage\n\n```bash\n# See mnist data by using matplotlib:\n$ poetry run python mnist.py\n# Generate the prediction data under ./png directory by using hopfield network:\n$ poetry run python hopfield.py\n```\n\n## Sample Result\n\n### Denoise (synchronous update)\n\u003cimg src=./png/sync_mnist_image_prediction.png width=400px\u003e\n\n### Energy transition (synchronous update)\n\u003cimg src=png/sync_energy_transition.png width=400px\u003e\n\n### Denoise (asynchronous update)\n\u003cimg src=png/async_mnist_image_prediction.png width=400px\u003e\n\n### Energy transition (asynchronous update)\n\u003cimg src=png/async_energy_transition.png width=400px\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkencyke%2Fhopfield-mnist","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkencyke%2Fhopfield-mnist","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkencyke%2Fhopfield-mnist/lists"}