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 514 downloads 2 exports 25 dependencies

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

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winOKNov 10 2024
R-4.5-linuxOKNov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:eider_examplerun_pipeline

Dependencies:clicpp11dplyrfansifsgenericsgluejsonlitelifecycleloggerlubridatemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyselecttimechangeutf8vctrswithr

An overview of features

Rendered fromfeatures.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Combination features

Rendered fromcombination.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Examples: A&E data

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Examples: LTC data

Rendered fromexamples_ltc.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Examples: PIS data

Rendered fromexamples_pis.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Examples: SMR04 data

Rendered fromexamples_smr04.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Filtering

Rendered fromfiltering.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Introduction to eider

Rendered fromeider.Rmdusingknitr::rmarkdownon Nov 10 2024.

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Logging and errors

Rendered fromlogging.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-03-29
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Preprocessing

Rendered frompreprocessing.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2024-04-01
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