{"id":13528753,"url":"https://github.com/alan-turing-institute/xpandas","last_synced_at":"2025-04-10T19:43:14.740Z","repository":{"id":26524400,"uuid":"101080868","full_name":"alan-turing-institute/xpandas","owner":"alan-turing-institute","description":"Universal 1d/2d data containers with Transformers functionality for data analysis.","archived":false,"fork":false,"pushed_at":"2022-06-21T21:27:45.000Z","size":1011,"stargazers_count":26,"open_issues_count":10,"forks_count":4,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-03-24T17:21:24.091Z","etag":null,"topics":["pandas","python","python3","sklearn","transformers"],"latest_commit_sha":null,"homepage":"https://alan-turing-institute.github.io/xpandas/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/alan-turing-institute.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGES.rst","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-08-22T15:52:51.000Z","updated_at":"2024-03-15T09:16:17.000Z","dependencies_parsed_at":"2022-09-02T07:40:41.998Z","dependency_job_id":null,"html_url":"https://github.com/alan-turing-institute/xpandas","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fxpandas","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fxpandas/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fxpandas/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alan-turing-institute%2Fxpandas/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alan-turing-institute","download_url":"https://codeload.github.com/alan-turing-institute/xpandas/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247909127,"owners_count":21016475,"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":["pandas","python","python3","sklearn","transformers"],"created_at":"2024-08-01T07:00:23.885Z","updated_at":"2025-04-10T19:43:14.717Z","avatar_url":"https://github.com/alan-turing-institute.png","language":"Python","funding_links":[],"categories":["Examples or singular models","Data Manipulation"],"sub_categories":["Data Frames"],"readme":"![Logo](/examples/imgs/Logo.png)\n\n[![Build Status](https://travis-ci.org/alan-turing-institute/xpandas.svg?branch=master)](https://travis-ci.org/alan-turing-institute/xpandas)\n[![PyPI version](https://badge.fury.io/py/XPandas.svg)](https://badge.fury.io/py/XPandas)\n\n**XPandas** (extended [`Pandas`](https://pandas.pydata.org/)) implements 1D and 2D data containers for storing type-heterogeneous tabular data of any type, \nand encapsulates feature extraction and transformation modelling in an sklearn-compatible transformer interface.\n\n## Quickstart\n\nInstall the latest version\n\n    $ pip install xpandas\n    \nand run the example jupyter notebook\n    \n    $ jupyter examples/ExampleUsage.ipynb\n\n## Documentation\n\nThe full documentation is available at [https://alan-turing-institute.github.io/xpandas/](https://alan-turing-institute.github.io/xpandas/).\n\n## Acknowledgements\n\n- **Bernd Bischl (@berndbischl)**, who mentioned the idea of a general data container with transformers attached to columns in personal discussion with Franz Kiraly during a London visit in 2016.\n- **Franz Kiraly (@fkiraly)**, who initiated and funded the project up to release, and who substantially contributed to the API design.\n- **Haoran Xue (@HaoranXue)**, who, under the supervision of Franz Kiraly, earlier completed a thesis for a degree at UCL on the topic, and who wrote a similar package as part of it. No code was re-used in the creation of the XPandas package.\n\n\nList of [developers and contributors](AUTHORS.rst)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falan-turing-institute%2Fxpandas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falan-turing-institute%2Fxpandas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falan-turing-institute%2Fxpandas/lists"}