{"id":20677750,"url":"https://github.com/guildai/amazing-results-project","last_synced_at":"2026-06-16T16:31:32.004Z","repository":{"id":110397570,"uuid":"174845001","full_name":"guildai/amazing-results-project","owner":"guildai","description":"Source for AMAZING model.","archived":false,"fork":false,"pushed_at":"2019-03-13T19:52:33.000Z","size":2,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-10-28T06:22:30.275Z","etag":null,"topics":[],"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/guildai.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":"2019-03-10T15:48:06.000Z","updated_at":"2019-08-20T19:19:08.000Z","dependencies_parsed_at":null,"dependency_job_id":"85befe04-483e-40ae-9a59-3a183eacd187","html_url":"https://github.com/guildai/amazing-results-project","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/guildai/amazing-results-project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/guildai%2Famazing-results-project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/guildai%2Famazing-results-project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/guildai%2Famazing-results-project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/guildai%2Famazing-results-project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/guildai","download_url":"https://codeload.github.com/guildai/amazing-results-project/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/guildai%2Famazing-results-project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34415240,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-16T02:00:06.860Z","response_time":126,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-11-16T21:16:56.297Z","updated_at":"2026-06-16T16:31:31.985Z","avatar_url":"https://github.com/guildai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AMAZING model\n\nThis is the source code for the AMAZING model. AMAZING is used to\nclassify handwritten digits from an obscure, little known dataset\nknown as MNIST. We expect that our work will inspire future\ngenerations to train similar classifiers. Time will tell!\n\n## Recreating our results\n\nThis project uses [Guild AI](https://guild.ai), the best and most\nincredible experiment reproducibility tool in the history of the known\nuniverse.\n\nIt uses the power of the command line.\n\n[Install Guild AI first](https://guild.ai/install/).\n\n### Step 1. Clone our repo\n\n``` bash\n$ git clone git@github.com:guildai/amazing-results-project\n```\n\n### Step 2. Change to the project directory\n\n``` bash\n$ cd amazing-results-project\n```\n\n### Step 3. Use Guild to reproduce the results\n\n```bash\n$ guild run\n```\n\nOnce the models have trained, you can compare the results by running:\n\n``` bash\n$ guild compare\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fguildai%2Famazing-results-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fguildai%2Famazing-results-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fguildai%2Famazing-results-project/lists"}