colours.py 文件源码

def calculate_residual_distributions(self):

        """
        This function ...
        :return:
        """

        # Inform the user
        log.info("Calculating distributions of residual pixel values ...")

        # Loop over the different colours
        for colour_name in self.observed_colours:

            # Debugging
            log.debug("Calculating the distribution for the pixels of the " + colour_name + " residual map ...")

            # Get an 1D array of the valid pixel values
            pixel_values = None

            # Create the distribution
            distribution = Distribution.from_values(pixel_values)

            # Debugging
            #log.debug("Median " + colour_name + " residual: " + str(np.nanmedian(np.abs(residual))))
            #log.debug("Standard deviation of " + colour_name + " residual: " + str(np.nanstd(residual)))

            # Add the distribution to the dictionary
            self.residual_distributions[colour_name] = distribution

    # -----------------------------------------------------------------