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Declarative Feature Extraction from Tabular Data Records

v1.0.0 · May 13, 2024 · MIT + file LICENSE
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Description

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.

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CRAN Check Status

9 NOTE
5 OK
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
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r-devel-macos-arm64 OK
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r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
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r-release-macos-arm64 OK
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Check details (14 non-OK)
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Dependency Network

        

          
            

            
            
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              dplyr
            
            
              
              lubridate
            
            
              
              stringr
            
            
              
              magrittr
            
            
              
              jsonlite
            
            
              
              logger
            
            
              
              purrr
            
            
              
              fs
            
            
              
              tibble
            
            
              
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            eider
          
        

      


      
      

        
Version History

        

          

            new
            1.0.0
            Mar 9, 2026