{"id":23924508,"url":"https://github.com/dbpprt/ml-in-devcontainers","last_synced_at":"2025-04-19T14:41:10.420Z","repository":{"id":79098689,"uuid":"601747184","full_name":"dbpprt/ml-in-devcontainers","owner":"dbpprt","description":"Immutable development environments for PyTorch powered by Visual Studio Code Dev Containers","archived":false,"fork":false,"pushed_at":"2023-02-15T22:26:27.000Z","size":15,"stargazers_count":10,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-29T08:43:52.120Z","etag":null,"topics":["devcontainers","machine-learning","pytorch","vscode"],"latest_commit_sha":null,"homepage":"","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/dbpprt.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":"2023-02-14T18:24:24.000Z","updated_at":"2024-12-02T12:11:40.000Z","dependencies_parsed_at":"2023-03-13T21:15:26.825Z","dependency_job_id":null,"html_url":"https://github.com/dbpprt/ml-in-devcontainers","commit_stats":null,"previous_names":[],"tags_count":0,"template":true,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbpprt%2Fml-in-devcontainers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbpprt%2Fml-in-devcontainers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbpprt%2Fml-in-devcontainers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dbpprt%2Fml-in-devcontainers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dbpprt","download_url":"https://codeload.github.com/dbpprt/ml-in-devcontainers/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249716446,"owners_count":21315066,"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":["devcontainers","machine-learning","pytorch","vscode"],"created_at":"2025-01-05T19:15:01.400Z","updated_at":"2025-04-19T14:41:10.414Z","avatar_url":"https://github.com/dbpprt.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n    \u003cbr\u003e\n    \u003cimg src=\"https://ms-vscode-remote.gallerycdn.vsassets.io/extensions/ms-vscode-remote/remote-containers/0.279.0/1675955537911/Microsoft.VisualStudio.Services.Icons.Default\" width=\"100\"/\u003e\n    \u003cimg src=\"https://github.com/pytorch/pytorch/raw/master/docs/source/_static/img/pytorch-logo-dark.png\" width=\"400\"/\u003e\n    \u003cbr\u003e\n\u003cp\u003e\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://github.com/dennisbappert/ml-in-devcontainers/generate\"\u003e\n        \u003cimg src=\"https://img.shields.io/badge/use%20this-template-blue?logo=github\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/dennisbappert/ml-in-devcontainers/blob/main/LICENSE\"\u003e\n        \u003cimg alt=\"GitHub\" src=\"https://img.shields.io/badge/license-MIT-blue?color=red\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n\u003ch3 align=\"center\"\u003e\n    \u003cp\u003eImmutable development environments for PyTorch powered by Visual Studio Code Dev Containers\u003c/p\u003e\n\u003c/h3\u003e\n\n#\n\nThis project provides a development environment for PyTorch using Visual Studio Code and Docker. It is based on the [Visual Studio Code Dev Container](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) feature.\nBeing able to have **immutable** and **reproducible** development environments is a key part to successfully work with multiple projects.\n\n## Features\n- **devcontainer.json**: Configuration file for the Visual Studio Code Dev Container feature, using a Docker image, based on nvidia/cuda:11.8.0-base-ubuntu22.04\n- **Optionally**: install AWS CLI V2 and reuse your AWS credentials from the host system\n- **Optionally**: install Docker inside the container and reuse your Docker daemon from the host system (if you're training inside a container again)\n- Sophisticated set of extensions for Python, Jupyter, etc.\n- Sopthisticated set of settings for Python (Linter, Formatter, etc.)\n- Sample MNIST training script (PyTorch Example)\n\n## Getting Started\n- **(Prerequisite)** Docker is installed on your system\n- **(Prerequisite)** NVIDIA Container Toolkit is installed on your system\n- **(Prerequisite)** Visual Studio Code Dev Container extension is installed\n- Clone this repository\n- Open the folder in Visual Studio Code\n- Read comments in the `devcontainer.json` file\n- Read comments in the `setup.sh` file\n- When prompted, click \"Reopen in Container\"","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdbpprt%2Fml-in-devcontainers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdbpprt%2Fml-in-devcontainers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdbpprt%2Fml-in-devcontainers/lists"}