🏛️ ArchiData

ArchiData is an R package for the analysis of architectural data. It provides a suite of functions for analyzing and visualizing various aspects of architectural design, such as building dimensions, room layouts, and facade features.

Warning: This is package is under development, and it comes with no warranty of any kind.

Installation

You can install ArchiData from GitHub using the devtools package:

devtools::install_github("RodGal-2020/ArchiData")

Usage

To use ArchiData, simply load the package and start exploring your architectural data.

library(ArchiData)
help(package="ArchiData")

Status

Here you can see a quick overview of the package, as now it's in a development stage and it's not yet ready for production. The following diagrams show the main functions of the package.

%%{init: {"pie": {"textPosition": 0.5}, "themeVariables": {"pieOuterStrokeWidth": "5px"}} }%%
pie title ArchiData contents
         "High level representation" : 3
         "Thermal comfort processing" : 3
         "High level machine learning" : 2
         "Utilities" : 2

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High level representation

  graph TD
    tibble-->auto_cor
    auto_cor-->correlation_plot

    tibble-->multi_hist

    tibble-->print_hist
    print_hist-->histogram

    multi_hist-->histogram

    tibble-->multi_outliers
    multi_outliers-->histogram
    multi_outliers-->boxplot
    multi_outliers-->tibble

    tibble-->MVR
    MVR-->tibble

    tibble-->print_boxplot
    print_boxplot-->boxplot

    list-->glance

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High level machine learning

  graph TD
    tibble-->auto_clustering
    tibble-->auto_cor
    tibble-->auto_PCA
    tibble-->get_numeric

    auto_clustering-->model
    auto_cor-->model
    auto_PCA-->model

    get_numeric-->tibble

    tibble-->print_tree_importance
    tibble-->print_tree

    print_tree_importance-->plot
    print_tree-->plot

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Thermal comfort processing

  graph TD
    path-->kmls2tibble
    kmls2tibble-->tibble

    vector-->MRT
    vector-->UTCI

    UTCI-->UTCI2classification
    UTCI-->UTCI2color
    
    UTCI2classification-->UTCI_labels
    UTCI2color-->UTCI_colors

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Utilities

• translate
• check_path
• inspect_environment
• package_info
• refactor
• template

Deprecated

• setup
• three_dots

License

See LICENSE.md.