{"id":17632680,"url":"https://github.com/sbstndb/neural_k","last_synced_at":"2026-06-22T19:31:17.556Z","repository":{"id":327387050,"uuid":"842949790","full_name":"sbstndb/neural_k","owner":"sbstndb","description":"A simple Neural Network library using Kokkos enabling CUDA or OpenMP backend","archived":false,"fork":false,"pushed_at":"2025-12-03T11:58:08.000Z","size":262,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-12-06T13:08:59.791Z","etag":null,"topics":["ai","cuda","kokkos","library","neural-network","openmp"],"latest_commit_sha":null,"homepage":"","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/sbstndb.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,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-08-15T13:07:57.000Z","updated_at":"2025-12-02T15:38:35.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/sbstndb/neural_k","commit_stats":null,"previous_names":["sbstndb/neural_k"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/sbstndb/neural_k","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbstndb%2Fneural_k","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbstndb%2Fneural_k/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbstndb%2Fneural_k/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbstndb%2Fneural_k/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sbstndb","download_url":"https://codeload.github.com/sbstndb/neural_k/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sbstndb%2Fneural_k/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34663522,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-22T02:00:06.391Z","response_time":106,"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":["ai","cuda","kokkos","library","neural-network","openmp"],"created_at":"2024-10-23T01:45:02.600Z","updated_at":"2026-06-22T19:31:17.540Z","avatar_url":"https://github.com/sbstndb.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\n Here is a simple Neural Network project. \n The aim of this project is to have a first look at the Kokkos library and AI science.\n\n From the [Kokkos](https://github.com/kokkos) github repo : \n\u003e The Kokkos C++ Performance Portability Ecosystem is a production level solution for writing modern C++ applications in a hardware agnostic way.\nThanks to Kokkos, you can compile this code for multiple backends like OpenMP, CUDA, HIP.\n\n\n**Disclaimer:** Please note that this project is a work in progress and may contain errors or programming oversights due to its experimental nature. Your understanding and feedback are appreciated as we continue to develop and refine this code.\n\n# Compilation\nCompile the code with the following commands : \n```\ngit submodule update --init --recursive\nmkdir build \u0026\u0026 cd build \u0026\u0026 cmake ..\nmake -j \n```\n\n# Usage\n*You can currently launch the executable named `nk` with the following command :\n```\n./nk\n```\nThis will run the executable with the default parameters.\n\n# Prerequisites\nThe code use Kokkos as a performance portability library. Then, you must have it to compile the project.\nI suggest you to install it and read the documentation for further understanding. \n\nIt is possible to easily install `Kokkos` through the HPC [`spack`](https://github.com/spack) package manager. I suggest you to create a new environment : \n```\nspack env create kokkos\nspack env activate kokkos\nspack install kokkos // here you can specify your backend like OpenMP, pthread, CUDA, HIP, ... please read the doc\nspack load kokkos\n```\n\n# Todo \n### To-Do List\n\n- [x] Provide the MVP (Minimal Viable Product)\n- [ ] Support flexible network architectures\n- [ ] Enable GPU-accelerated Execution (CUDA/HIP)\n- [ ] Design user-friendly API\n- [ ] Add tests\n- [ ] Add documentation\n- [ ] Implement batch training strategies\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbstndb%2Fneural_k","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsbstndb%2Fneural_k","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsbstndb%2Fneural_k/lists"}