{"id":19932815,"url":"https://github.com/abhiramdodda/mnist_nn","last_synced_at":"2026-04-15T13:31:32.205Z","repository":{"id":226789882,"uuid":"769649940","full_name":"AbhiramDodda/MNIST_NN","owner":"AbhiramDodda","description":"Neural Network for MNIST. Built from scratch using Numpy and Pandas. ","archived":false,"fork":false,"pushed_at":"2024-03-09T17:27:25.000Z","size":4,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-01T11:44:48.202Z","etag":null,"topics":["neural-networks","numpy","pandas"],"latest_commit_sha":null,"homepage":"","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/AbhiramDodda.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}},"created_at":"2024-03-09T17:08:31.000Z","updated_at":"2025-01-04T06:17:55.000Z","dependencies_parsed_at":"2024-03-09T18:25:24.990Z","dependency_job_id":"a375e8cd-2442-489c-b269-7dca6ef5f57b","html_url":"https://github.com/AbhiramDodda/MNIST_NN","commit_stats":null,"previous_names":["abhiramdodda/mnist_nn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AbhiramDodda/MNIST_NN","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiramDodda%2FMNIST_NN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiramDodda%2FMNIST_NN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiramDodda%2FMNIST_NN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiramDodda%2FMNIST_NN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AbhiramDodda","download_url":"https://codeload.github.com/AbhiramDodda/MNIST_NN/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AbhiramDodda%2FMNIST_NN/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31842847,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-15T13:28:40.153Z","status":"ssl_error","status_checked_at":"2026-04-15T13:28:29.396Z","response_time":63,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["neural-networks","numpy","pandas"],"created_at":"2024-11-12T23:11:36.939Z","updated_at":"2026-04-15T13:31:32.185Z","avatar_url":"https://github.com/AbhiramDodda.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MNIST_NN\nNeural Network for MNIST\n\n### Link for Dataset: https://www.kaggle.com/competitions/digit-recognizer/data\n### The Neural Network is built from scratch using Numpy, data loading is done using Pandas.\n## Performance: 92% accuracy\n## Some details\nNN will have a simple two-layer architecture. Input layer  a\u003csup\u003e[0]\u003c/sup\u003e will have 784 units corresponding to the 784 pixels in each 28x28 input image. A hidden layer  a\u003csup\u003e[1]\u003c/sup\u003e will have 10 units with ReLU activation, and finally our output layer a\u003csup\u003e[2]\u003c/sup\u003e will have 10 units corresponding to the ten digit classes with softmax activation.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhiramdodda%2Fmnist_nn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fabhiramdodda%2Fmnist_nn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fabhiramdodda%2Fmnist_nn/lists"}