Math
closest_number
your.utils.math.closest_number(big_num, small_num)
Finds the difference between the closest multiple of a smaller number with respect to a bigger number
Args:
big_num (int): The bigger number to find the closest of
small_num (int) : Number whose multiple is to be found and subtracted
Returns:
int : The difference between the closest multiple of a smaller number with respect to a bigger number
primes
your.utils.math.primes(n)
All the prime factors of a positive number
Args:
n (int): a positive number
Returns:
list: List of primes
closest_divisor
your.utils.math.closest_divisor(n, m)
Calculates the divisor of n, which is closest to (i.e bigger than) m
Args:
n (int): larger number of which divisor is to be found
m (int): divisor closest to this number
Returns:
int: The divisor of n, which is closest to (i.e bigger than) m
find_gcd
your.utils.math.find_gcd(list_of_nos)
Greatest Common Divisor for a list of nos
Args:
list_of_nos (list): list of numbers
Returns:
GCD
normalise
your.utils.math.normalise(data)
Subtract median, divide by standard deviations
Args:
data (numpy.ndarray): data
Returns:
numpy.ndarray: normalised data
smad_plotter
your.utils.math.smad_plotter(freq_time, sigma=5.0, clip=True)
Spectral Median Absolute Deviation clipper
Args:
freq_time (np.ndarray): the frequency time data
sigma (float): sigma at which to clip data
clip (bool): if true replaces clips the data else replaces it with zeroes
Returns:
np.ndarray: clipped/flagged data