{"id":28461581,"url":"https://github.com/greatgamedota/cnn-in-cpp","last_synced_at":"2025-08-10T23:45:56.046Z","repository":{"id":41398194,"uuid":"209054541","full_name":"GreatGameDota/CNN-in-Cpp","owner":"GreatGameDota","description":"CNN implementation in C++ categorizing the MNIST data set","archived":false,"fork":false,"pushed_at":"2019-09-24T20:16:36.000Z","size":732,"stargazers_count":15,"open_issues_count":1,"forks_count":3,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-03T08:44:11.212Z","etag":null,"topics":["algorithms","cnn","convolutional-neural-networks","machine-learning","math","neural-network"],"latest_commit_sha":null,"homepage":"","language":"C++","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/GreatGameDota.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}},"created_at":"2019-09-17T12:58:13.000Z","updated_at":"2025-04-07T13:04:19.000Z","dependencies_parsed_at":"2022-09-25T13:34:46.907Z","dependency_job_id":null,"html_url":"https://github.com/GreatGameDota/CNN-in-Cpp","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/GreatGameDota/CNN-in-Cpp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GreatGameDota%2FCNN-in-Cpp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GreatGameDota%2FCNN-in-Cpp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GreatGameDota%2FCNN-in-Cpp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GreatGameDota%2FCNN-in-Cpp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GreatGameDota","download_url":"https://codeload.github.com/GreatGameDota/CNN-in-Cpp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GreatGameDota%2FCNN-in-Cpp/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":269808819,"owners_count":24478508,"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":"2025-08-10T02:00:08.965Z","response_time":71,"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":["algorithms","cnn","convolutional-neural-networks","machine-learning","math","neural-network"],"created_at":"2025-06-07T03:40:30.496Z","updated_at":"2025-08-10T23:45:56.038Z","avatar_url":"https://github.com/GreatGameDota.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Convolutional Neural Network in C++\n\nImplemented following [Alejandro Escontrela](https://github.com/Alescontrela)'s Towards Data Science Medium Article [\"Convolutional Neural Networks from the ground up\"](https://towardsdatascience.com/convolutional-neural-networks-from-the-ground-up-c67bb41454e1) and [Python Implementation](https://github.com/Alescontrela/Numpy-CNN) on Github  \n\n\u003ci\u003eDisclaimer: This project is slow and was made mostly for fun and learning\u003c/i\u003e\n\nThis Network is built and trained for the MNIST data set.  \n\nThe dimensions of this model are:  \n8 filters for the 2 convolution layers then 1 maxpool before a 2 layer fully connected layer.  \n\n### Run this program\n\nTo run this program simply have MinGW C++ compiler installed and clone this repo:\n\n```shell\n\u003e git clone \u003crepo link\u003e\n```\n\nThen build and run the exe:\n\n```shell\n\u003e g++ *.cpp */*.cpp -o main -Ofast\n\u003e ./main\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgreatgamedota%2Fcnn-in-cpp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgreatgamedota%2Fcnn-in-cpp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgreatgamedota%2Fcnn-in-cpp/lists"}