{"id":21326947,"url":"https://github.com/eshaancoding/neuralnetwork","last_synced_at":"2025-03-16T00:12:22.626Z","repository":{"id":76349774,"uuid":"239343154","full_name":"Eshaancoding/NeuralNetwork","owner":"Eshaancoding","description":"Neural Network in c++","archived":false,"fork":false,"pushed_at":"2022-01-03T19:43:07.000Z","size":178,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-22T12:45:32.167Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","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/Eshaancoding.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":"2020-02-09T17:20:12.000Z","updated_at":"2023-02-23T14:47:17.000Z","dependencies_parsed_at":null,"dependency_job_id":"4d22dc2a-6326-4742-a4f6-aaadc092d47c","html_url":"https://github.com/Eshaancoding/NeuralNetwork","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eshaancoding%2FNeuralNetwork","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eshaancoding%2FNeuralNetwork/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eshaancoding%2FNeuralNetwork/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Eshaancoding%2FNeuralNetwork/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Eshaancoding","download_url":"https://codeload.github.com/Eshaancoding/NeuralNetwork/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243806072,"owners_count":20350775,"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":"2024-11-21T21:12:28.608Z","updated_at":"2025-03-16T00:12:22.594Z","avatar_url":"https://github.com/Eshaancoding.png","language":"C++","readme":"# Neural Network in C++\n\n## Tests\nHead over to the `test` folder in order to see some examples. If you want to run the MNIST test, then you should download the MNIST dataset from kaggle:\nhttps://www.kaggle.com/darkgeekms/text-file-for-mnist-dataset/data\nand then put the file `Train.txt` into the main directory: `NeuralNetwork/`\n \n- To run all of these tests, `cd` into the `test` directory and simply type `make` in terminal.\n- To run only the MNIST test, simply type: `make MNIST`\n- To run only the apply_grad test, simply type: `make Grad`\n- To run only the Simple test, simply type: `make Simple`\n- To run only the AutoEncoder test, simply type: `make AutoEncoder`\n\n## Resources \n\nThe 3blue1brown neural network youtube series really helped me here: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi\n\n## The future of this project\nThis version only runs on the CPU (single-thread), however running a neural network on a GPU is faster and popular among the AI community, and I plan on doing implementing that. However, I am working with a Mac, therefore I can't program the GPU (I could do this on the programming language `swift`,  but I don't like this programming language and I would love to make this project 100% C++ / CUDA). I will have to wait to get a Windows computer with a CUDA-enabled GPU to implement this.\n\n## Email\nAny questions contact me: eshaanbarkataki@gmail.com\nMade by Eshaan Barkataki\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feshaancoding%2Fneuralnetwork","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feshaancoding%2Fneuralnetwork","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feshaancoding%2Fneuralnetwork/lists"}