{"id":18551992,"url":"https://github.com/bepb/pytorch_tutorial","last_synced_at":"2025-04-09T22:31:46.344Z","repository":{"id":109797710,"uuid":"487813696","full_name":"BEPb/pytorch_tutorial","owner":"BEPb","description":null,"archived":false,"fork":false,"pushed_at":"2022-05-04T16:46:43.000Z","size":2464,"stargazers_count":27,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-24T13:04:42.715Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/BEPb.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":"2022-05-02T11:08:30.000Z","updated_at":"2025-01-14T15:19:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"c2282abf-0df6-4d7d-ac94-cd9b0aa5c0b0","html_url":"https://github.com/BEPb/pytorch_tutorial","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/BEPb%2Fpytorch_tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BEPb%2Fpytorch_tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BEPb%2Fpytorch_tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BEPb%2Fpytorch_tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BEPb","download_url":"https://codeload.github.com/BEPb/pytorch_tutorial/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248123678,"owners_count":21051511,"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":"2024-11-06T21:11:27.640Z","updated_at":"2025-04-09T22:31:46.337Z","avatar_url":"https://github.com/BEPb.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Изучаем Pytorch\n\u003cb\u003e Изучаем Pytorch на python.\u003c/b\u003e\n\u003cp\u003e\n  \u003cimg  src=\"https://img.shields.io/github/stars/BEPb/pytorch_tutorial\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/contributors/BEPb/pytorch_tutorial\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/last-commit/BEPb/pytorch_tutorial\" /\u003e\n  \u003cimg src=\"https://visitor-badge.laobi.icu/badge?page_id=BEPb.pytorch_tutorial\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/languages/count/BEPb/pytorch_tutorial\" /\u003e\n  \u003cimg src=\"https://img.shields.io/github/languages/top/BEPb/pytorch_tutorial\" /\u003e\n\n  \u003cimg src=\"https://img.shields.io/badge/license-MIT-blue.svg?color=f64152\" /\u003e\n  \u003cimg  src=\"https://img.shields.io/github/issues/BEPb/pytorch_tutorial\" /\u003e\n  \u003cimg  src=\"https://img.shields.io/github/issues-pr/BEPb/pytorch_tutorial\" /\u003e\n\u003c/p\u003e\n\n\n![GUI](img/pytorch.png)\n\n\n## Как установить репозиторий\n____\n### Просто введите в командной строке следующий код\n \n```sh\n$ git clone https://github.com/BEPb/pytorch_tutorial\n$ cd pytorch_tutorial\n```\n \n### Для установки всех необходимых библиотек введите в командной строке:\n```sh\n$  pip install -r requirements.txt\n```\n\n\n## Оглавление\n\n#### 1. Основы\n* [Основы PyTorch](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/README.md)\n    - [Знакомство с тензорами](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/01_tensor.py)\n    - [Базовые математические операции](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/02_BasicMath.py)\n    - [автоматический градиент](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/03_gradient.py)\n    - [простая нейронная сеть](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/04_simple_neural_network.py)\n    - [чтение и сохранение модели](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/05_model.py)\n    - [линейная регрессия](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/06_linear.py)\n    - [логистическая регрессия](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/07_logistic.py)\n    - [нейронная сеть с прямой связью](https://github.com/BEPb/pytorch_tutorial/blob/master/01_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B/08_feedforward.py)\n* [Начальный уровень](https://github.com/BEPb/pytorch_tutorial/blob/master/02_%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B9_%D1%83%D1%80%D0%BE%D0%B2%D0%B5%D0%BD%D1%8C/README.md)\n    - [сверточная нейронная сеть](https://github.com/BEPb/pytorch_tutorial/blob/master/02_%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B9_%D1%83%D1%80%D0%BE%D0%B2%D0%B5%D0%BD%D1%8C/01_convolution.py)\n    - [глубокая остаточной нейронная сеть](https://github.com/BEPb/pytorch_tutorial/blob/master/02_%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B9_%D1%83%D1%80%D0%BE%D0%B2%D0%B5%D0%BD%D1%8C/02_residual.py)\n    - [рекурентная нейронная сеть](https://github.com/BEPb/pytorch_tutorial/blob/master/02_%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B9_%D1%83%D1%80%D0%BE%D0%B2%D0%B5%D0%BD%D1%8C/03_recurent.py)\n    - [двунаправленная рекурентная нейронная сеть](https://github.com/BEPb/pytorch_tutorial/blob/master/02_%D0%BD%D0%B0%D1%87%D0%B0%D0%BB%D1%8C%D0%BD%D1%8B%D0%B9_%D1%83%D1%80%D0%BE%D0%B2%D0%B5%D0%BD%D1%8C/04_bidirectional.py)\n  \n\n\n\n## Развитие проекта\nЗапросы на развитие проекта приветствуются. Для серьезных изменений, пожалуйста, сначала откройте вопрос, чтобы \nобсудить, что вы хотели бы изменить.\n____\n\n## Лицензия\n[MIT](LICENSE.txt)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbepb%2Fpytorch_tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbepb%2Fpytorch_tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbepb%2Fpytorch_tutorial/lists"}