{"id":25244557,"url":"https://github.com/gnomgad/simple-nn-classifier","last_synced_at":"2026-04-28T17:33:23.365Z","repository":{"id":254921148,"uuid":"847968961","full_name":"GnomGad/simple-nn-classifier","owner":"GnomGad","description":"Learn the basics of neural networks by training a model on XOR and AND operations","archived":false,"fork":false,"pushed_at":"2024-08-26T22:31:21.000Z","size":7,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-12T01:30:11.493Z","etag":null,"topics":["ai-basics","and-classification","artificial-intelligence","beginner-project","beginner-project-in-javascript","binary-logic","deep-learning","javascript","machine-learning","model-training","neural-network-from-scratch","neural-networks","nodejs","simple-neural-net","xor-classification","xor-neural-network"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/GnomGad.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-08-26T22:25:34.000Z","updated_at":"2024-12-18T11:49:59.000Z","dependencies_parsed_at":"2024-08-27T05:15:32.371Z","dependency_job_id":null,"html_url":"https://github.com/GnomGad/simple-nn-classifier","commit_stats":null,"previous_names":["gnomgad/simple-nn-classifier"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GnomGad%2Fsimple-nn-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GnomGad%2Fsimple-nn-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GnomGad%2Fsimple-nn-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GnomGad%2Fsimple-nn-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GnomGad","download_url":"https://codeload.github.com/GnomGad/simple-nn-classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247399887,"owners_count":20932880,"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":["ai-basics","and-classification","artificial-intelligence","beginner-project","beginner-project-in-javascript","binary-logic","deep-learning","javascript","machine-learning","model-training","neural-network-from-scratch","neural-networks","nodejs","simple-neural-net","xor-classification","xor-neural-network"],"created_at":"2025-02-12T01:26:21.624Z","updated_at":"2026-04-28T17:33:18.334Z","avatar_url":"https://github.com/GnomGad.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Изучение нейронных сетей на примере XOR/AND\n\nЭтот \"Hello World\" проект реализует простую нейронную сеть, предназначенную для классификации бинарных логических операций XOR и AND. Сеть обучается решению базовых логических задач, таких как XOR и AND. Проект включает функции для создания, обучения и сохранения модели.\n\n## Основные возможности\n\n-   Реализация простой нейронной сети с одним скрытым слоем.\n-   Обучение сети на наборах данных для операций XOR и AND.\n-   Сохранение и загрузка обученных моделей в формате JSON.\n-   Предоставление базовой структуры для понимания и экспериментов с нейронными сетями.\n\n## Использлование\n\n#### Обучение\n\n```sh\nnode train.js\n```\n\n#### Просмотр\n\n```sh\nnode app.js\n```\n\n## Структура проекта\n\n-   train.js: Скрипт для обучения моделей на данных XOR и AND и сохранения их в формате JSON.\n-   app.js: Приложение для загрузки обученных моделей и предсказания результатов.\n-   lib.js: Вспомогательные функции для загрузки данных, расчёта сигмоидной функции и её производной.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgnomgad%2Fsimple-nn-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgnomgad%2Fsimple-nn-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgnomgad%2Fsimple-nn-classifier/lists"}