{"id":20109734,"url":"https://github.com/achillesrasquinha/deeply","last_synced_at":"2026-05-10T18:09:09.076Z","repository":{"id":96582151,"uuid":"376410685","full_name":"achillesrasquinha/deeply","owner":"achillesrasquinha","description":"A library for Deep Learning Implementations and utils","archived":false,"fork":false,"pushed_at":"2022-11-10T16:17:30.000Z","size":30655,"stargazers_count":1,"open_issues_count":1,"forks_count":1,"subscribers_count":4,"default_branch":"develop","last_synced_at":"2025-01-13T05:41:32.531Z","etag":null,"topics":["deep","learning","library","machine-learning","python"],"latest_commit_sha":null,"homepage":"https://deeply.readthedocs.org","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/achillesrasquinha.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":"AUTHORS.md","dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-06-13T01:02:43.000Z","updated_at":"2022-12-12T16:14:30.000Z","dependencies_parsed_at":"2023-03-13T16:29:42.316Z","dependency_job_id":null,"html_url":"https://github.com/achillesrasquinha/deeply","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/achillesrasquinha%2Fdeeply","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/achillesrasquinha%2Fdeeply/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/achillesrasquinha%2Fdeeply/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/achillesrasquinha%2Fdeeply/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/achillesrasquinha","download_url":"https://codeload.github.com/achillesrasquinha/deeply/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241549955,"owners_count":19980627,"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":["deep","learning","library","machine-learning","python"],"created_at":"2024-11-13T18:09:18.952Z","updated_at":"2026-05-10T18:09:09.034Z","avatar_url":"https://github.com/achillesrasquinha.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n  \u003cimg src=\".github/assets/logo.png\" height=\"128\"\u003e\n  \u003ch1\u003e\n    deeply\n  \u003c/h1\u003e\n\u003c/div\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003ca href='https://github.com/achillesrasquinha/deeply//actions?query=workflow:\"Continuous Integration\"'\u003e\n      \u003cimg src=\"https://img.shields.io/github/workflow/status/achillesrasquinha/deeply/Continuous Integration?style=flat-square\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://coveralls.io/github/achillesrasquinha/deeply\"\u003e\n      \u003cimg src=\"https://img.shields.io/coveralls/github/achillesrasquinha/deeply.svg?style=flat-square\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/deeply/\"\u003e\n      \u003cimg src=\"https://img.shields.io/pypi/v/deeply.svg?style=flat-square\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/deeply/\"\u003e\n      \u003cimg src=\"https://img.shields.io/pypi/l/deeply.svg?style=flat-square\"\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://pypi.org/project/deeply/\"\u003e\n\t\t  \u003cimg src=\"https://img.shields.io/pypi/pyversions/deeply.svg?style=flat-square\"\u003e\n\t  \u003c/a\u003e\n    \u003ca href=\"https://git.io/boilpy\"\u003e\n      \u003cimg src=\"https://img.shields.io/badge/made%20with-boilpy-red.svg?style=flat-square\"\u003e\n    \u003c/a\u003e\n\u003c/p\u003e\n\n🧠 deeply is a simple and elegant Deep Learning library written in Python containing a growing collection of deep learning models, datasets and utilities.\n\n**Behold, the power of deeply**:\n\n```python\n\u003e\u003e\u003e import deeply\n\u003e\u003e\u003e import deeply.datasets as dd\n\u003e\u003e\u003e # load mnist\n\u003e\u003e\u003e mnist = dd.load(\"mnist\")\n\u003e\u003e\u003e (train, val), test = dd.split(mnist[\"train\"], splits = (.8, .2)), mnist[\"test\"]\n\u003e\u003e\u003e # build model\n\u003e\u003e\u003e model = deeply.hub(\"efficient-net-b7\", pretrained = True)\n\u003e\u003e\u003e model.fit(train, validation_data = val, epochs = 10)\n```\n\n### Table of Contents\n* [Features](#features)\n* [Quick Start](#quick-start)\n* [Usage](#usage)\n* [License](#license)\n\n### Features\n* Python 2.7+ and Python 3.4+ compatible.\n\n### Quick Start\n\n```shell\n$ pip install deeply\n```\n\nCheck out [installation](docs/source/install.rst) for more details.\n\n### Usage\n\n#### Application Interface\n\n```python\n\u003e\u003e\u003e import deeply\n```\n\n\n#### Command-Line Interface\n\n```console\n$ deeply\nUsage: deeply [OPTIONS] COMMAND [ARGS]...\n\n  A Deep Learning library\n\nOptions:\n  --version   Show the version and exit.\n  -h, --help  Show this message and exit.\n\nCommands:\n  help     Show this message and exit.\n  version  Show version and exit.\n```\n\n\n### License\n\nThis repository has been released under the [MIT License](LICENSE).\n\n---\n\n\u003cdiv align=\"center\"\u003e\n  Made with ❤️ using \u003ca href=\"https://git.io/boilpy\"\u003eboilpy\u003c/a\u003e.\n\u003c/div\u003e","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fachillesrasquinha%2Fdeeply","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fachillesrasquinha%2Fdeeply","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fachillesrasquinha%2Fdeeply/lists"}