{"id":24493669,"url":"https://github.com/g-eoj/cpp-neural-nets","last_synced_at":"2025-03-15T04:09:21.967Z","repository":{"id":150177798,"uuid":"154112263","full_name":"g-eoj/cpp-neural-nets","owner":"g-eoj","description":"Neural networks in C++, using the Eigen 3 template library for linear algebra.","archived":false,"fork":false,"pushed_at":"2018-12-30T20:59:06.000Z","size":63,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-01-21T19:44:09.722Z","etag":null,"topics":["cplusplus","eigen3","neural-networks"],"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/g-eoj.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":"2018-10-22T08:44:32.000Z","updated_at":"2018-12-30T20:59:07.000Z","dependencies_parsed_at":"2023-04-15T02:24:28.271Z","dependency_job_id":null,"html_url":"https://github.com/g-eoj/cpp-neural-nets","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/g-eoj%2Fcpp-neural-nets","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fcpp-neural-nets/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fcpp-neural-nets/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/g-eoj%2Fcpp-neural-nets/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/g-eoj","download_url":"https://codeload.github.com/g-eoj/cpp-neural-nets/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243681076,"owners_count":20330156,"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":["cplusplus","eigen3","neural-networks"],"created_at":"2025-01-21T19:42:39.256Z","updated_at":"2025-03-15T04:09:21.962Z","avatar_url":"https://github.com/g-eoj.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural Networks in C++\n\nNeural networks in C++, using the Eigen 3 template library for linear algebra.\n\nImplemented so far:\n- Dense layers with ReLU or Softmax activation. \n- Dropout layers.\n- Neural net that can be initialized with an arbitrary number of layers.\n- SGD optimizer with momentum.\n- Preprocessing and evaluation utilities.\n- `main.cpp` is currently hardcoded to train and validate a two layer net on `wine.data` from  https://archive.ics.uci.edu/ml/datasets/wine.\n- `tests.cpp` checks the implementation of layers, neural networks, and utilities.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fg-eoj%2Fcpp-neural-nets","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fg-eoj%2Fcpp-neural-nets","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fg-eoj%2Fcpp-neural-nets/lists"}