Package: eider 1.0.0

Camila Rangel Smith

eider: Declarative Feature Extraction from Tabular Data Records

Extract features from tabular data in a declarative fashion, with a focus on processing medical records. Features are specified as JSON and are independently processed before being joined. Input data can be provided as CSV files or as data frames. This setup ensures that data is transformed in a modular and reproducible manner, and allows the same pipeline to be easily applied to new data.

Authors:Catalina Vallejos [ctb], Louis Aslett [ctb], Simon Rogers [ctb], Camila Rangel Smith [cre, ctb], Helen Duncan Little [aut], Jonathan Yong [aut], The Alan Turing Institute [cph, fnd]

eider_1.0.0.tar.gz
eider_1.0.0.tar.gz(r-4.5-noble)eider_1.0.0.tar.gz(r-4.4-noble)
eider_1.0.0.tgz(r-4.4-emscripten)eider_1.0.0.tgz(r-4.3-emscripten)
eider.pdf |eider.html
eider/json (API)
NEWS

# Install 'eider' in R:
install.packages('eider', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/alan-turing-institute/eider/issues

2 exports 0.09 score 25 dependencies 473 downloads

Last updated 2 months agofrom:30a905269e

Exports:eider_examplerun_pipeline

Dependencies:clicpp11dplyrfansifsgenericsgluejsonlitelifecycleloggerlubridatemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyselecttimechangeutf8vctrswithr

An overview of features

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Combination features

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Examples: A&E data

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Examples: LTC data

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Examples: PIS data

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Examples: SMR04 data

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Filtering

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Introduction to eider

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Logging and errors

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Preprocessing

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