{"id":14068457,"url":"https://github.com/caronl/mnist_app","last_synced_at":"2025-07-30T04:31:06.171Z","repository":{"id":78971513,"uuid":"101355059","full_name":"caronl/mnist_app","owner":"caronl","description":"Repository for this app :","archived":false,"fork":false,"pushed_at":"2018-01-07T21:33:44.000Z","size":10140,"stargazers_count":3,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-04T09:39:29.076Z","etag":null,"topics":["digit-recognition","keras","shinyapps","tensorflow"],"latest_commit_sha":null,"homepage":"https://exhibit-a.shinyapps.io/mnist_app/","language":"R","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/caronl.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":"2017-08-25T02:00:44.000Z","updated_at":"2020-07-25T21:43:32.000Z","dependencies_parsed_at":"2024-02-25T23:42:01.989Z","dependency_job_id":null,"html_url":"https://github.com/caronl/mnist_app","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/caronl/mnist_app","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caronl%2Fmnist_app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caronl%2Fmnist_app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caronl%2Fmnist_app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caronl%2Fmnist_app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/caronl","download_url":"https://codeload.github.com/caronl/mnist_app/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/caronl%2Fmnist_app/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267809443,"owners_count":24147460,"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","status":"online","status_checked_at":"2025-07-30T02:00:09.044Z","response_time":70,"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":["digit-recognition","keras","shinyapps","tensorflow"],"created_at":"2024-08-13T07:06:11.535Z","updated_at":"2025-07-30T04:31:05.066Z","avatar_url":"https://github.com/caronl.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# mnist_app\n\n### app.R\nThis script contains the ui and server sides of the app.\n\n### model.hdf5\nThis is the model created by train.R (see [src/](#src)).\n\n### src/\nThis folder contains all the relevant R programs:\n\n- train.R was used to train the model\n- assess_holdout.R allows to assess 'real-life' performance of the model (see [holdout](#holdout))\n- other files are helpers called by the other scripts\n\n### holdout/\nWhen ran locally, this app allows the user to save the images created by the user, as well as\ntheir corresponding labels as identified by the user. This 'holdout' data can then be used for\nvalidating that the model performs well in a different context than the original MNIST. Indeed,\nthe size of the digit, the width of the pen and the difference in the way the drawing was\nobtained (real pen vs. drawing with a computer mouse) can all affect the 'real-life' performance\nof the model.\n\n### www/\nThis folder contains the GitHub \"Fork Me\" logo and the javascript signature pad used in the app. Please see\n[szimek's GitHub repo](https://github.com/szimek/signature_pad) for the original source code.\n\n### CSS_file.css\nThis file is necessary for the signature pad to work properly.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaronl%2Fmnist_app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcaronl%2Fmnist_app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcaronl%2Fmnist_app/lists"}