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]

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eider.pdf |eider.html✨
eider/json (API)
NEWS

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

Peer review:

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

On CRAN:

hut23hut23-1515

6.38 score 2 stars 10 scripts 500 downloads 2 exports 25 dependencies

Last updated 8 months agofrom:1eeab80afd. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 10 2024
R-4.5-winOKDec 10 2024
R-4.5-linuxOKDec 10 2024
R-4.4-winOKDec 10 2024
R-4.4-macOKDec 10 2024
R-4.3-winOKDec 10 2024
R-4.3-macOKDec 10 2024

Exports:eider_examplerun_pipeline

Dependencies:clicpp11dplyrfansifsgenericsgluejsonlitelifecycleloggerlubridatemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyselecttimechangeutf8vctrswithr

An overview of features

Rendered fromfeatures.Rmdusingknitr::rmarkdownon Dec 10 2024.

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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

Rendered fromexamples_smr04.Rmdusingknitr::rmarkdownon Dec 10 2024.

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Filtering

Rendered fromfiltering.Rmdusingknitr::rmarkdownon Dec 10 2024.

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Introduction to eider

Rendered fromeider.Rmdusingknitr::rmarkdownon Dec 10 2024.

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Logging and errors

Rendered fromlogging.Rmdusingknitr::rmarkdownon Dec 10 2024.

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Preprocessing

Rendered frompreprocessing.Rmdusingknitr::rmarkdownon Dec 10 2024.

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