{"id":21927413,"url":"https://github.com/neurotorch/mnistclassification_neurotorch","last_synced_at":"2025-07-15T09:07:32.126Z","repository":{"id":187510942,"uuid":"539114572","full_name":"NeuroTorch/MnistClassification_NeuroTorch","owner":"NeuroTorch","description":null,"archived":false,"fork":false,"pushed_at":"2023-08-13T19:44:59.000Z","size":820,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-04-06T11:47:22.798Z","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/NeuroTorch.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}},"created_at":"2022-09-20T17:34:30.000Z","updated_at":"2022-10-07T16:04:01.000Z","dependencies_parsed_at":"2023-08-10T21:40:59.043Z","dependency_job_id":null,"html_url":"https://github.com/NeuroTorch/MnistClassification_NeuroTorch","commit_stats":null,"previous_names":["neurotorch/mnistclassification_neurotorch"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/NeuroTorch/MnistClassification_NeuroTorch","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTorch%2FMnistClassification_NeuroTorch","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTorch%2FMnistClassification_NeuroTorch/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTorch%2FMnistClassification_NeuroTorch/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTorch%2FMnistClassification_NeuroTorch/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/NeuroTorch","download_url":"https://codeload.github.com/NeuroTorch/MnistClassification_NeuroTorch/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/NeuroTorch%2FMnistClassification_NeuroTorch/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265424366,"owners_count":23762880,"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":"2024-11-28T22:15:15.111Z","updated_at":"2025-07-15T09:07:32.102Z","avatar_url":"https://github.com/NeuroTorch.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MNIST Application.\n\n\n#### This work is currently in progress. However, the code is functional and can be used to train a model on MNIST dataset.\n\n\nIn this application we are using NeuroTorch to classify the MNIST dataset or the Fashion-MNIST dataset. In the folder \nyou can find the [main script](main.py) which contains a simple run of NeuroTorch for image classification.\n\nHere is an exemple of the MNIST dataset:\n\u003cp align=\"center\"\u003e \u003cimg width=\"1200\" height=\"500\" src=\"images/mnist/MnistExamples.png\"\u003e \u003c/p\u003e\n\nAnd an exemple of the Fashion-MNIST dataset:\n\u003cp align=\"center\"\u003e \u003cimg width=\"1200\" height=\"500\" src=\"images/mnist/fashion-mnist-sprite.png\"\u003e \u003c/p\u003e\n\nFor the one who want more statistical information about the dynamics of NeuroTorch on classification task, you\ncan run the [results generation script](results_generation.py) which will generate a file with the results of the\ntrainings and the testings with different models and different parameters. Note that this script can take a while to\nrun.\n\nIn the first place, whether you want to run the tutoriel or the entire analysis, you will want to install the \ndependencies.\n```\npip install git+https://github.com/NeuroTorch/NeuroTorch\npip install -r requirements.txt\n```\n\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurotorch%2Fmnistclassification_neurotorch","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneurotorch%2Fmnistclassification_neurotorch","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneurotorch%2Fmnistclassification_neurotorch/lists"}