{"id":17100600,"url":"https://github.com/oegedijk/explainingtitanic","last_synced_at":"2025-04-12T23:53:49.057Z","repository":{"id":55453969,"uuid":"202982413","full_name":"oegedijk/explainingtitanic","owner":"oegedijk","description":"A demonstration of the explainerdashboard package that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn RandomForestClassifiers, etc","archived":false,"fork":false,"pushed_at":"2024-10-15T19:53:42.000Z","size":75429,"stargazers_count":19,"open_issues_count":0,"forks_count":7,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-12T23:53:43.745Z","etag":null,"topics":["explainable","explainerdashboard","individual-trees","permutation-importances","shap-values","xai"],"latest_commit_sha":null,"homepage":"http://titanicexplainer.herokuapp.com","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/oegedijk.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}},"created_at":"2019-08-18T09:11:54.000Z","updated_at":"2024-12-21T04:20:22.000Z","dependencies_parsed_at":"2022-08-15T00:40:12.735Z","dependency_job_id":null,"html_url":"https://github.com/oegedijk/explainingtitanic","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/oegedijk%2Fexplainingtitanic","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/oegedijk%2Fexplainingtitanic/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/oegedijk%2Fexplainingtitanic/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/oegedijk%2Fexplainingtitanic/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/oegedijk","download_url":"https://codeload.github.com/oegedijk/explainingtitanic/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248647237,"owners_count":21139083,"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":["explainable","explainerdashboard","individual-trees","permutation-importances","shap-values","xai"],"created_at":"2024-10-14T15:14:14.936Z","updated_at":"2025-04-12T23:53:49.034Z","avatar_url":"https://github.com/oegedijk.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# explainingtitanic\nDemonstration of [explainerdashboard](http://www.github.com/oegedijk/explainerdashboard) package. \n\nA Dash dashboard app that that displays model quality, permutation importances, SHAP values and interactions, and individual trees for sklearn compatible models.\n\n## Installation\ninstall with `pip install explainerdashoard`\n\n## Github\n\n[www.github.com/oegedijk/explainerdashboard](http://www.github.com/oegedijk/explainerdashboard)\n\n## graphviz buildpack\n\nIn order to enable graphviz on heroku enable the following buildpack:\n\n[https://github.com/weibeld/heroku-buildpack-graphviz.git](https://github.com/weibeld/heroku-buildpack-graphviz.git)\n\n## uninstallng xgboost\n\ndtreeviz comes with a xgboost dependency that takes a lot of space, making your slug size \u003e500MB.\nTo uninstall it, first enable the shell buildpack: https://github.com/niteoweb/heroku-buildpack-shell.git\n\nand then add `pip uninstall -y xgboost` to `.heroku/run.sh` \n## Documentation\n\n[explainerdashboard.readthedocs.io](http://explainerdashboard.readthedocs.io).\n\nExample [notebook](http://www.github.com/oegedijk/explainerdashboard/dashboard_examples.ipynb).\n\n## Heroku deployment \n\nDeployed at [titanicexplainer.herokuapp.com](http://titanicexplainer.herokuapp.com)\n \nAutomatically deploys with each commit or merge to master.\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foegedijk%2Fexplainingtitanic","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foegedijk%2Fexplainingtitanic","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foegedijk%2Fexplainingtitanic/lists"}