DM Optimization - scarab documentation

[1]:

from scarab.base import Burst
from scarab.dm import DMOptimizer
from scarab.transform import Transformer

[3]:

burst = Burst.new(burstpath)

[4]:

T = Transformer.new(burst, inplace=True)
T = (
    T
    .normalise()
    .dedisperse(dm=530.3)
    .scrunch(tf=16, ff=1)
    .clip(within=50e-3)
    .mask(boxwidth=10, snrthres=10.0)
)

[5]:

burst.plot()

[6]:

dmopt = DMOptimizer.new(burst)
dmopt.viastructure()

[7]:

dmopt.plot_dmt()

[8]:

dmopt.plot_maxts()

[9]:

dmopt.plot_dct()

[10]:

dmopt.plot_detrended()

[11]:

dmopt.plot_relative_detrended()

[12]:

dmopt.plot_SPs()

[13]:

dmopt.plot_uncertainity()

[14]:

dmopt.plot_relative_uncertainity()

[15]:

dmopt.plot_adjustedSPs()

DM Optimization¶