{"id":29294265,"url":"https://github.com/carsdotcom/skelebot","last_synced_at":"2026-04-01T20:43:32.184Z","repository":{"id":39852244,"uuid":"181555769","full_name":"carsdotcom/skelebot","owner":"carsdotcom","description":"Machine Learning Project Development Tool","archived":false,"fork":false,"pushed_at":"2026-03-31T20:10:30.000Z","size":500,"stargazers_count":31,"open_issues_count":5,"forks_count":12,"subscribers_count":7,"default_branch":"master","last_synced_at":"2026-03-31T20:40:45.739Z","etag":null,"topics":["ai","build-tool","cli","data-science","hacktoberfest","machine-learning","project-development","python"],"latest_commit_sha":null,"homepage":"https://carsdotcom.github.io/skelebot/","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/carsdotcom.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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":"2019-04-15T19:53:10.000Z","updated_at":"2026-03-31T19:35:24.000Z","dependencies_parsed_at":"2025-05-11T00:24:01.214Z","dependency_job_id":"ed77e723-e650-4b8c-b48e-4300f2198bb8","html_url":"https://github.com/carsdotcom/skelebot","commit_stats":null,"previous_names":[],"tags_count":44,"template":false,"template_full_name":null,"purl":"pkg:github/carsdotcom/skelebot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carsdotcom%2Fskelebot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carsdotcom%2Fskelebot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carsdotcom%2Fskelebot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carsdotcom%2Fskelebot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/carsdotcom","download_url":"https://codeload.github.com/carsdotcom/skelebot/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/carsdotcom%2Fskelebot/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31291778,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-01T13:12:26.723Z","status":"ssl_error","status_checked_at":"2026-04-01T13:12:25.102Z","response_time":53,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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","build-tool","cli","data-science","hacktoberfest","machine-learning","project-development","python"],"created_at":"2025-07-06T12:11:47.342Z","updated_at":"2026-04-01T20:43:32.172Z","avatar_url":"https://github.com/carsdotcom.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n\u003cp align=\"center\"\u003e\u003cimg src=\"logo.gif\"\u003e\u003c/p\u003e\n\u003ch1 align=\"center\"\u003eMachine Learning Project Development Tool\u003c/h1\u003e\n\n[![CircleCI token](https://circleci.com/gh/carsdotcom/skelebot/tree/master.svg?style=svg)](https://circleci.com/gh/carsdotcom/skelebot)\n[![codecov](https://codecov.io/gh/carsdotcom/skelebot/branch/master/graph/badge.svg)](https://codecov.io/gh/carsdotcom/skelebot)\n[![License: MIT](https://img.shields.io/badge/License-MIT-teal.svg)](LICENSE)\n![Version](https://img.shields.io/badge/dynamic/regex?url=https%3A%2F%2Fraw.githubusercontent.com%2Fcarsdotcom%2Fskelebot%2Frefs%2Fheads%2Fmaster%2FVERSION\u0026search=(%5Cd%5B%5C.%5Cd%5D*)\u0026label=Dev%20Version\u0026color=purple)\n![PyPI](https://img.shields.io/pypi/v/skelebot?color=purple\u0026label=PyPi%20Release)\n![PyPI - Downloads](https://img.shields.io/pypi/dm/skelebot?color=purple\u0026label=PyPi%20Installs)\n\n\u003c!--CONTRIBUTORS--\u003e\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/sshookman\"\u003e\n        \u003cimg src=\"https://avatars0.githubusercontent.com/u/926448?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eSean Shookman\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/jagmoreira\"\u003e\n        \u003cimg src=\"https://avatars2.githubusercontent.com/u/13685125?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eJoao Moreira\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/sherry0531\"\u003e\n        \u003cimg src=\"https://avatars0.githubusercontent.com/u/7463903?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eSherry Wang\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/chutchi2\"\u003e\n        \u003cimg src=\"https://avatars0.githubusercontent.com/u/16807739?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eCody Hutchins\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/kislam01\"\u003e\n        \u003cimg src=\"https://avatars0.githubusercontent.com/u/16831765?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eKazi Tanzim Islam\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/sgaist\"\u003e\n        \u003cimg src=\"https://avatars0.githubusercontent.com/u/898010?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eSamuel Gaist\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\" width=\"150px\"\u003e\n      \u003ca href=\"https://github.com/SanthoshBala18\"\u003e\n        \u003cimg src=\"https://avatars3.githubusercontent.com/u/24211143?v=4\", width=\"100px\"a\u003e\u003cbr /\u003e\n        \u003csub\u003e\u003cb\u003eSanthoshBala18\u003c/b\u003e\u003c/sub\u003e\n      \u003c/a\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\u003c!--/CONTRIBUTORS--\u003e\n\n## About\n\nSkelebot is a command-line tool for developing machine learning projects and executing them in Docker. The purpose of Skelebot is to simply make the life of a Data Scientist easier by doing a lot of the legwork for mundane tasks automatically through a unified, consistent interface.\n\n```\n[/code/my-iris-model] \u003e skelebot -h\nusage: skelebot [-h] [-v] [-e ENV] [-d HOST] [-s] [-n] [-c] [-V]\n                {loadData,train,score,push,pull,jupyter,plugin,bump,prime,exec,publish,envs}\n                ...\n\nIris Example\nExample Skelebot Project\n-----------------------------------\nVersion: 1.1.0\nEnvironment: None\nSkelebot Version: 2.0.0\n-----------------------------------\n\npositional arguments:\n  {loadData,train,score,push,pull,jupyter,plugin,bump,prime,exec,publish,envs}\n    loadData            Load the Iris Dataset and save it into the data folder for the train job to access (src/loadData.py)\n    train               Use the data loaded in the loadData job to train the iris model (src/train.py)\n    score               Use the model that was built in the train job to score new data against the iris model (src/score.py)\n    push                Push an artifact to Artifactory\n    pull                Pull an artifact from Artifactory\n    jupyter             Spin up Jupyter in a Docker Container (port=8888, folder=.)\n    plugin              Install a plugin for skelebot from a local zip file\n    bump                Bump the skelebot.yaml project version\n    prime               Generate Dockerfile and .dockerignore and build the docker image\n    exec                Exec into the running Docker container\n    publish             Publish your versioned Docker Image to the registry\n    envs                Display the available environments for the project\n\noptional arguments:\n  -h, --help            show this help message and exit\n  -v, --version         Display the version number of Skelebot\n  -e ENV, --env ENV     Specify the runtime environment configurations\n  -d HOST, --docker-host HOST\n                        Set the Docker Host on which the command will be executed\n  -s, --skip-build      Skip the build process and attempt to use previous docker build\n  -n, --native          Run natively instead of through Docker\n  -c, --contact         Display the contact email of the Skelebot project\n  -V, --verbose         Print all job commands to the screen just before execution\n```\n\n## Install\n\nInstall Skelebot with Pip:\n\n```\npip install skelebot\n```\n\n## Getting Started\n\nTo get started using Skelebot you can follow the [Documentation](https://carsdotcom.github.io/skelebot/).\n\n## Contributing\n\nAnyone is welcome to make contributions to the project. If you would like to make a contribution, please read our [Contributor Guide](CONTRIBUTING.md).\n\n## Versioning\n\nThis project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).\nPlease refer to the [Changelog](CHANGELOG.md) for information regarding the differences between versions of the project.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarsdotcom%2Fskelebot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcarsdotcom%2Fskelebot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcarsdotcom%2Fskelebot/lists"}