Package: eider 1.0.0
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:
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')) |
Bug tracker:https://github.com/alan-turing-institute/eider/issues
Last updated 4 months agofrom:30a905269e. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 12 2024 |
R-4.5-linux | OK | Aug 12 2024 |
Exports:eider_examplerun_pipeline
Dependencies:clicpp11dplyrfansifsgenericsgluejsonlitelifecycleloggerlubridatemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyselecttimechangeutf8vctrswithr
An overview of features
Rendered fromfeatures.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Combination features
Rendered fromcombination.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Examples: A&E data
Rendered fromexamples_ae.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Examples: LTC data
Rendered fromexamples_ltc.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Examples: PIS data
Rendered fromexamples_pis.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Examples: SMR04 data
Rendered fromexamples_smr04.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Filtering
Rendered fromfiltering.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Introduction to eider
Rendered fromeider.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Logging and errors
Rendered fromlogging.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Preprocessing
Rendered frompreprocessing.Rmd
usingknitr::rmarkdown
on Aug 12 2024.Last update: 2024-05-14
Started: 2024-05-14
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Obtain filepaths to example data and JSON features | eider_example |
Perform the entire feature transformation process | run_pipeline |