{"id":13689379,"url":"https://github.com/janfreyberg/superintendent","last_synced_at":"2025-04-06T11:07:49.889Z","repository":{"id":47290812,"uuid":"112174886","full_name":"janfreyberg/superintendent","owner":"janfreyberg","description":"Practical active learning in python","archived":false,"fork":false,"pushed_at":"2022-09-22T21:58:32.000Z","size":6729,"stargazers_count":189,"open_issues_count":12,"forks_count":18,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-03-30T10:09:08.660Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://superintendent.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/janfreyberg.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-11-27T09:23:06.000Z","updated_at":"2024-09-09T20:19:07.000Z","dependencies_parsed_at":"2022-08-30T17:02:04.643Z","dependency_job_id":null,"html_url":"https://github.com/janfreyberg/superintendent","commit_stats":null,"previous_names":[],"tags_count":13,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janfreyberg%2Fsuperintendent","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janfreyberg%2Fsuperintendent/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janfreyberg%2Fsuperintendent/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/janfreyberg%2Fsuperintendent/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/janfreyberg","download_url":"https://codeload.github.com/janfreyberg/superintendent/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247471518,"owners_count":20944158,"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":"2024-08-02T15:01:45.285Z","updated_at":"2025-04-06T11:07:49.848Z","avatar_url":"https://github.com/janfreyberg.png","language":"Python","readme":"# Superintendent\n\n[![PyPI version](https://badge.fury.io/py/superintendent.svg)](https://badge.fury.io/py/superintendent)\n[![Tests](https://github.com/janfreyberg/superintendent/actions/workflows/test.yml/badge.svg)](https://github.com/janfreyberg/superintendent/actions/workflows/test.yml)\n[![Documentation Status](https://readthedocs.org/projects/superintendent/badge/?version=latest)](https://superintendent.readthedocs.io/en/latest/?badge=latest)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/janfreyberg/superintendent/master)\n[![Coverage Status](https://coveralls.io/repos/github/janfreyberg/superintendent/badge.svg)](https://coveralls.io/github/janfreyberg/superintendent)\n\n\n---\n\n![](docs/img/logo.png)\n\n**`superintendent`** provides an `ipywidget`-based interactive labelling tool\nfor your data. It allows you to flexibly label all kinds of data. It also allows\nyou to combine your data-labelling task with a statistical or machine learning\nmodel to enable quick and practical active learning.\n\n## Getting started\n\nTake a look at the documentation: http://www.janfreyberg.com/superintendent/\n\nIt has some explanations of how the library works, and it also has many\nexamples.\n\nIf you'd like to try the library without installing it, check out the\n[repository on binder](https://mybinder.org/v2/gh/janfreyberg/superintendent/master?filepath=examples.ipynb).\n\n## Installation\n\n```\npip install superintendent\n```\n\nIf you want to also use the keyboard shortcuts for labelling faster, you will\nalso have to enable the ipyevents jupyter extension:\n\n```\njupyter nbextension enable --py --sys-prefix ipyevents\n```\n\nIf you also want to run the examples, you need three additional packages:\n`requests`, `bs4` and `wordcloud`. You can install them via pip by running:\n\n```\npip install superintendent[examples]\n```\n\nIf you want to contribute to `superintendent`, you will need to install the test\ndependencies as well. You can do so with\n`pip install superintendent[tests,examples]`\n\n\n## Acknowledgements\n\nMuch of the initial work on `superintendent` was done during my time at\n[Faculty AI](https://faculty.ai/).\n","funding_links":[],"categories":["Data Annotation \u0026 Labeling","Python","Data Labelling and Synthesis","Data Labelling Tools and Frameworks"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanfreyberg%2Fsuperintendent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjanfreyberg%2Fsuperintendent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanfreyberg%2Fsuperintendent/lists"}