{"id":22969833,"url":"https://github.com/so-cool/blimey","last_synced_at":"2025-08-13T11:32:57.112Z","repository":{"id":38461046,"uuid":"218049437","full_name":"So-Cool/bLIMEy","owner":"So-Cool","description":"Jupyter notebooks to reproduce various bLIMEy experiments","archived":false,"fork":false,"pushed_at":"2024-05-16T14:03:02.000Z","size":18837,"stargazers_count":5,"open_issues_count":0,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-16T15:28:34.690Z","etag":null,"topics":["machine-learning","surrogate-explanations","transparency","xai"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/So-Cool.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-10-28T13:11:02.000Z","updated_at":"2024-05-16T15:28:38.023Z","dependencies_parsed_at":"2023-12-20T08:00:49.844Z","dependency_job_id":"75ae9b5e-0c69-4a8a-add8-3b7c2d88df2d","html_url":"https://github.com/So-Cool/bLIMEy","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/So-Cool%2FbLIMEy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/So-Cool%2FbLIMEy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/So-Cool%2FbLIMEy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/So-Cool%2FbLIMEy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/So-Cool","download_url":"https://codeload.github.com/So-Cool/bLIMEy/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":229759823,"owners_count":18119871,"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":["machine-learning","surrogate-explanations","transparency","xai"],"created_at":"2024-12-14T21:39:30.566Z","updated_at":"2025-08-13T11:32:57.097Z","avatar_url":"https://github.com/So-Cool.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![Build Status](https://github.com/So-Cool/bLIMEy/actions/workflows/test-notebooks.yml/badge.svg)](https://github.com/So-Cool/bLIMEy/actions/workflows/test-notebooks.yml)\n[![Python 3.7](https://img.shields.io/badge/python-3.7-blue.svg)](https://github.com/So-Cool/bLIMEy)\n[![new BSD](https://img.shields.io/github/license/So-Cool/bLIMEy.svg)](https://github.com/So-Cool/bLIMEy/blob/master/LICENCE)\n[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/So-Cool/bLIMEy/master)\n\n# build LIME yourself (bLIMEy) #\n\nThis repository contains Jupyter Notebooks that can be used to reproduce\nexperiments included in various manuscripts discussing surrogate explanations\nof black-box predictions (bLIMEy). The list of manuscripts is enclosed below.\n\n## bLIMEy: Surrogate Prediction Explanations Beyond LIME ##\n\n* The manuscript is available [here][blimey].\n* The code is available in the [`HCML_2019` directory][hcml19].\n\n[blimey]: https://arxiv.org/abs/1910.13016\n[hcml19]: https://github.com/So-Cool/bLIMEy/tree/master/HCML_2019\n\n## Interpretable Representations in Explainable AI: From Theory to Practice ##\n\n* The manuscript is available [here][ir].\n* The code is available in the [`DAMI_2024` directory][dami24].\n\n[ir]: https://doi.org/10.1007/s10618-024-01010-5\n[dami24]: https://github.com/So-Cool/bLIMEy/tree/master/DAMI_2024\n\n## LIMEtree: Consistent and Faithful Surrogate Explanations of Multiple Classes ##\n\n* The manuscript is available [here][limetree].\n* The code is available in the [`ELECTRONICS_2025` directory][electronics].\n\n[limetree]: https://doi.org/10.3390/electronics14050929\n[electronics]: https://github.com/So-Cool/bLIMEy/tree/master/ELECTRONICS_2025\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fso-cool%2Fblimey","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fso-cool%2Fblimey","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fso-cool%2Fblimey/lists"}