{"id":18962830,"url":"https://github.com/redjasm/hand-written-digits-classifier","last_synced_at":"2025-06-11T07:31:47.019Z","repository":{"id":143127603,"uuid":"612671023","full_name":"redjasm/hand-written-digits-classifier","owner":"redjasm","description":"A neural network made using python and numpy to classify images of hand written digits between 0 and 9. Trained with the MNIST dataset.","archived":false,"fork":false,"pushed_at":"2023-03-11T16:42:22.000Z","size":110,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-02T06:16:02.530Z","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/redjasm.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":"2023-03-11T16:30:11.000Z","updated_at":"2023-03-11T16:31:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"760e5309-4b0d-40fb-afa5-2e8210468162","html_url":"https://github.com/redjasm/hand-written-digits-classifier","commit_stats":null,"previous_names":["redjasm/hand-written-digits-classifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/redjasm%2Fhand-written-digits-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/redjasm%2Fhand-written-digits-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/redjasm%2Fhand-written-digits-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/redjasm%2Fhand-written-digits-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/redjasm","download_url":"https://codeload.github.com/redjasm/hand-written-digits-classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/redjasm%2Fhand-written-digits-classifier/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259221839,"owners_count":22823974,"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":"2024-11-08T14:16:52.734Z","updated_at":"2025-06-11T07:31:46.996Z","avatar_url":"https://github.com/redjasm.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Simple MNIST NN from scratch using numpy\n\n![](MnistExamples.png)\n\nThanks to [Samson Zhang](https://www.kaggle.com/code/wwsalmon/simple-mnist-nn-from-scratch-numpy-no-tf-keras/notebook) for the amazing tutorial.\n\n![](screenshot.png)\nAs you see in the screenshot above, the model is able to predict the handwritten digits with 83% accuracy. This is not bad for a model that is trained from scratch using only numpy. But we can do better.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fredjasm%2Fhand-written-digits-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fredjasm%2Fhand-written-digits-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fredjasm%2Fhand-written-digits-classifier/lists"}