/// <summary>Converts all values into a range of [0, 1] based on the smallest and largest occurring value (the current range).</summary>
public static Matrix Normalize(this IMatrix input, out Range <double> range)
{
var result = new Matrix(input.Values);
var smallest = result.Smallest(); var largest = result.Largest();
if (smallest == largest)
{
smallest = largest - 1;
}
var r = new DoubleRange(smallest, largest);
int rows = result.Rows, columns = result.Columns;
for (var y = 0; y < rows; y++)
{
for (var x = 0; x < columns; x++)
{
input.Values[y][x] = r.Convert(0, 1, input.Values[y][x]);
}
}
range = new(smallest, largest);
return(result);
}