{"id":18337905,"url":"https://github.com/pykale/transparentml","last_synced_at":"2025-04-06T05:31:42.532Z","repository":{"id":50449472,"uuid":"519098777","full_name":"pykale/transparentML","owner":"pykale","description":"An Introduction to Transparent Machine Learning","archived":false,"fork":false,"pushed_at":"2024-02-06T20:28:57.000Z","size":195442,"stargazers_count":11,"open_issues_count":2,"forks_count":12,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-21T17:56:34.169Z","etag":null,"topics":["ai-ethics","interpretable-machine-learning","islr","transparency"],"latest_commit_sha":null,"homepage":"https://pykale.github.io/transparentML/","language":"Jupyter Notebook","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/pykale.png","metadata":{"files":{"readme":"README.md","changelog":null,"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}},"created_at":"2022-07-29T06:02:59.000Z","updated_at":"2025-01-13T09:53:07.000Z","dependencies_parsed_at":"2024-11-05T20:24:09.405Z","dependency_job_id":null,"html_url":"https://github.com/pykale/transparentML","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2FtransparentML","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2FtransparentML/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2FtransparentML/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pykale%2FtransparentML/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pykale","download_url":"https://codeload.github.com/pykale/transparentML/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247440340,"owners_count":20939221,"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-ethics","interpretable-machine-learning","islr","transparency"],"created_at":"2024-11-05T20:12:42.786Z","updated_at":"2025-04-06T05:31:37.656Z","avatar_url":"https://github.com/pykale.png","language":"Jupyter Notebook","readme":"# An Introduction to Transparent Machine Learning\n\n[![Build Stats](https://github.com/pykale/transparentML/workflows/deploy/badge.svg)](https://github.com/pykale/transparentML/actions)\u003c!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --\u003e\n[![All Contributors](https://img.shields.io/badge/all_contributors-5-orange.svg?style=flat-square)](https://github.com/pykale/transparentML/graphs/contributors)\n\u003c!-- ALL-CONTRIBUTORS-BADGE:END --\u003e\n\nThis repository contains a Jupyter book on [An Introduction to Transparent Machine Learning](https://www.turing.ac.uk/introduction-transparent-machine-learning), part of the [Alan Turing Institute](https://www.turing.ac.uk/)'s [online learning courses in responsible AI](https://www.turing.ac.uk/funding-call-online-learning-courses-responsible-ai). It is developed as [a PyKale repository](https://github.com/pykale/transparentML) for deployment as [an Alan Turing Institute repository](https://github.com/alan-turing-institute/Intro-to-transparent-ML-course/).\n\nThe latest development version of this book is available at [pykale.github.io](https://pykale.github.io/transparentML/) and the latest stable version is deployed at [alan-turing-institute.github.io](https://alan-turing-institute.github.io/Intro-to-transparent-ML-course).\n\nWelcome your feedback and contribution via opening [issues](https://github.com/pykale/transparentML/issues), [discussions](https://github.com/pykale/transparentML/discussions), and/or [pull requests](https://github.com/pykale/transparentML/pulls).\n\n\u0026copy; Haiping Lu and Shuo Zhou\n\n## Building the book locally\n\nIf you'd like to develop and/or build this book locally, you should:\n\n1. Clone the [source repository at PyKale](https://github.com/pykale/transparentML): `git clone https://github.com/pykale/transparentML`.\n2. Run `pip install -r requirements.txt` to install the required dependencies for building the book (it is recommended you do this within a virtual environment).\n3. (Optional) Edit the book source files located in the `content` directory.\n4. Run `jupyter-book build content` from the project directory `transparentML` to build the book.\n\nA fully-rendered HTML version of the book will be built in `content/_build/html/`.\n\n## Contributing\n\nThis repository uses [`pre-commit`](https://pre-commit.com/). If you will contribute to this repository (most welcome!), please install `pre-commit` and run `pre-commit install` prior to committing. If you have already committed, but your PR is failing because of a pre-commit error, run `pre-commit run --all` locally to inspect and fix the error.\n\n## Contributors\n\nWe welcome and recognise all contributions. Please see our [Contributor Guidelines](CONTRIBUTING.md) and [Code of Conduct](CODE_OF_CONDUCT.md) for more information. You can see a list of current contributors in the [contributors tab](https://github.com/pykale/transparentML/graphs/contributors).\n\n## Credits\n\nThis project is created using the excellent open source [Jupyter Book project](https://jupyterbook.org/) and the [executablebooks/cookiecutter-jupyter-book template](https://github.com/executablebooks/cookiecutter-jupyter-book).\n\n## License\n\nAll content except for YouTube videos is released under the [MIT License](https://github.com/pykale/transparentML/blob/main/LICENSE). YouTube videos are embedded according to [YouTube's Terms of Service](https://www.youtube.com/static?gl=CA\u0026template=terms).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpykale%2Ftransparentml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpykale%2Ftransparentml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpykale%2Ftransparentml/lists"}