{"id":16567915,"url":"https://github.com/drorata/mnist-examples","last_synced_at":"2026-04-19T02:34:11.320Z","repository":{"id":150667658,"uuid":"120614451","full_name":"drorata/mnist-examples","owner":"drorata","description":"ML examples for the MNIST dataset","archived":false,"fork":false,"pushed_at":"2018-05-20T09:33:23.000Z","size":9,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-05T10:46:38.398Z","etag":null,"topics":["machine-learning","ml","mnist","python","scikit-learn","torch"],"latest_commit_sha":null,"homepage":null,"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/drorata.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":"2018-02-07T12:49:51.000Z","updated_at":"2018-05-20T09:33:24.000Z","dependencies_parsed_at":"2023-04-30T19:31:45.251Z","dependency_job_id":null,"html_url":"https://github.com/drorata/mnist-examples","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/drorata/mnist-examples","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drorata%2Fmnist-examples","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drorata%2Fmnist-examples/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drorata%2Fmnist-examples/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drorata%2Fmnist-examples/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/drorata","download_url":"https://codeload.github.com/drorata/mnist-examples/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/drorata%2Fmnist-examples/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31992021,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T20:23:30.271Z","status":"online","status_checked_at":"2026-04-19T02:00:07.110Z","response_time":55,"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":["machine-learning","ml","mnist","python","scikit-learn","torch"],"created_at":"2024-10-11T21:07:47.006Z","updated_at":"2026-04-19T02:34:11.292Z","avatar_url":"https://github.com/drorata.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Some examples on MNIST\n\n## Running the examples\n\n### Docker Based\n\nYou can easily tryout the examples by using the docker image.\nBuild it by:\n\n```bash\ndocker build -t mnist .\n```\n\nNext, you can run it:\n\n```bash\ndocker run -it --rm mnist bin/bash\n```\n\nOnce inside the container, make sure you activate the `conda` environment: `source activate mnist`.\nNow you can run the scripts; e.g. `python project/torch_fnn_train.py`.\n\n### Conda Based\n\nIf you use `conda`, on your local machine you can start an environment by:\n\n```bash\nconda env create -f environment.yml\n```\n\n## Torch\n\n### Simple FNN\n\n\nBased on [this post](https://www.kdnuggets.com/2018/02/simple-starter-guide-build-neural-network.html).\nCode is available on [GitHub](https://github.com/yhuag/neural-network-lab).\n\n\n## Scikit Learn\n\n### Random forest\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrorata%2Fmnist-examples","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdrorata%2Fmnist-examples","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdrorata%2Fmnist-examples/lists"}