{"id":23060461,"url":"https://github.com/paperspace/gradient-cli","last_synced_at":"2025-04-07T12:09:53.612Z","repository":{"id":37663298,"uuid":"190276714","full_name":"Paperspace/gradient-cli","owner":"Paperspace","description":"The command line interface for Gradient - https://gradient.paperspace.com","archived":false,"fork":false,"pushed_at":"2024-08-14T18:14:03.000Z","size":3663,"stargazers_count":66,"open_issues_count":10,"forks_count":22,"subscribers_count":13,"default_branch":"master","last_synced_at":"2025-03-31T10:06:51.995Z","etag":null,"topics":["ai","deep-learning","gradient","machine-learning","machine-learning-library","paperspace","python"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"isc","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Paperspace.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-06-04T20:46:23.000Z","updated_at":"2025-03-15T09:01:03.000Z","dependencies_parsed_at":"2024-08-14T19:42:50.341Z","dependency_job_id":null,"html_url":"https://github.com/Paperspace/gradient-cli","commit_stats":{"total_commits":976,"total_committers":36,"mean_commits":27.11111111111111,"dds":0.5645491803278688,"last_synced_commit":"9eb645ec208c5cc2c494682705a14602b70f7914"},"previous_names":[],"tags_count":155,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2Fgradient-cli","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2Fgradient-cli/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2Fgradient-cli/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Paperspace%2Fgradient-cli/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Paperspace","download_url":"https://codeload.github.com/Paperspace/gradient-cli/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247648977,"owners_count":20972945,"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","deep-learning","gradient","machine-learning","machine-learning-library","paperspace","python"],"created_at":"2024-12-16T03:12:54.807Z","updated_at":"2025-04-07T12:09:53.591Z","avatar_url":"https://github.com/Paperspace.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"----\n\u003e **Note**\n\u003e We are rolling out a new streamlined [Paperspace CLI](https://github.com/Paperspace/cli) and recommend using this new CLI for all new projects.\n----\n\n![GitHubSplash](https://user-images.githubusercontent.com/585865/65443342-e630d300-ddfb-11e9-9bcd-de1d2033ea60.png)\n\nGradient CLI\n=================\n\n![PyPI](https://img.shields.io/pypi/v/gradient)\n[![Downloads](https://pepy.tech/badge/gradient)](https://pepy.tech/project/gradient)\n\n\u003cbr\u003e\n\n**Get started:** [Create Account](https://console.paperspace.com/signup?gradient=true) • [Install CLI](https://docs.paperspace.com/gradient/cli/) • [Tutorials](https://docs.paperspace.com/gradient/tutorials/) • [Docs](https://docs.paperspace.com/gradient)\n\n**Resources:** [Website](https://www.paperspace.com/) • [Blog](https://blog.paperspace.com/) • [Support](https://docs.paperspace.com/contact-support/) • [Contact Sales](https://paperspace.com/contact-sales)\n\n\u003cbr\u003e\n\nGradient is an an end-to-end MLOps platform that enables individuals and organizations to quickly develop, train, and deploy Deep Learning models.  The Gradient software stack runs on any infrastructure e.g. AWS, GCP, on-premise and low-cost [Paperspace GPUs](https://docs.paperspace.com/gradient/machines/).  Leverage automatic versioning, distributed training, built-in graphs \u0026 metrics, hyperparameter search, GradientCI, 1-click Jupyter Notebooks, our Python SDK, and more. \n\nKey components:\n\n* [Notebooks](https://www.paperspace.com/notebooks): 1-click Jupyter Notebooks.\n* [Inference](https://www.paperspace.com/deployments): Deploy models as API endpoints.\n\nGradient supports any ML/DL framework (TensorFlow, PyTorch, XGBoost, etc).\n\n\u003chr\u003e\n\n\nSee [releasenotes.md](https://github.com/Paperspace/gradient-cli/blob/master/releasenotes.md) for details on the current release, as well as release history.\n\n\n\u003cbr\u003e\n\nGetting Started\n===============\n1. Make sure you have a Paperspace account set up. Go to [http://paperspace.com](https://console.paperspace.com/signup?gradient=true)\n   to register and generate an API key.\n\n2. Use pip, pipenv, or conda to install the gradient package, e.g.:\n\n    `pip install -U gradient`\n\n    To install/update prerelease (Alpha/Beta) version version of gradient, use:\n\n    `pip install -U --pre gradient`\n\n3. Set your api key by executing the following:\n\n    `gradient apiKey \u003cyour-api-key-here\u003e`\n\n   Note: your api key is cached in ~/.paperspace/config.json\n\n   You can remove your cached api key by executing:\n\n    `gradient logout`\n\n\nExecuting tasks on Gradient\n=================\nThe Gradient CLI follows a standard [command] [--options] syntax\n\nFor example, to create a new Workflow in a project use:\n```\ngradient projects list\ngradient workflows create --name \u003cname\u003e --projectId \u003cproject-id\u003e\n```\n\nFor a full list of available commands run `gradient workflows --help`. You can also view more info about Workflows in the [docs](https://docs.paperspace.com/gradient/explore-train-deploy/workflows).  \n\nContributing\n============\n\nWant to contribute?  Contact us at hello@paperspace.com\n\n\n### Pre-Release Testing\n\nHave a Paperspace QA tester install your change directly from the branch to test it.\nThey can do it with `pip install git+https://github.com/Paperspace/gradient-cli.git@MYBRANCH`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaperspace%2Fgradient-cli","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpaperspace%2Fgradient-cli","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpaperspace%2Fgradient-cli/lists"}