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This function normalize the data by absolute value

Usage

normalize_data(data)

Arguments

data

A tibble representing the data which needed to be normalized.

Value

A normalized data.

Examples

set.seed(20240412)
data1 <- gen_gaussian(n= 500, p = 4)
#>  Data generation completed successfully!!!
normalize_data(data = data1)
#> # A tibble: 500 × 4
#>         x1      x2      x3       x4
#>      <dbl>   <dbl>   <dbl>    <dbl>
#>  1  0.369  -0.180  -0.362   0.360  
#>  2  0.106  -0.0432 -0.429   0.109  
#>  3 -0.130   0.835   0.101  -0.00610
#>  4  0.0711 -0.0203 -0.143   0.107  
#>  5 -0.0873  0.0955  0.114   0.275  
#>  6  0.375  -0.279  -0.0424 -0.372  
#>  7  0.0974  0.104   0.0309  0.0380 
#>  8 -0.246   0.352  -0.0548 -0.251  
#>  9  0.102   0.187   0.0759 -0.119  
#> 10 -0.0608  0.280   0.153  -0.246  
#> # ℹ 490 more rows