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# Sphinx build info version 1 | ||
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: c37a2bd043103a706e176fb9ec1a2481 | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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docs.stingray.science |
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_downloads/1027494781794f48a5d8afc7ff6c2fc5/simulator-2.py
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from matplotlib import rcParams | ||
rcParams['font.family'] = 'sans-serif' | ||
rcParams['font.sans-serif'] = ['Tahoma'] | ||
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import matplotlib.pyplot as plt | ||
from stingray.simulator import simulator | ||
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# Instantiate simulator object | ||
sim = simulator.Simulator(N=1024, mean=0.5, dt=0.125, rms=1.0) | ||
# Define a spectrum | ||
w = np.fft.rfftfreq(sim.N, d=sim.dt)[1:] | ||
spectrum = np.power((1/w),2/2) | ||
# Simulate | ||
lc = sim.simulate(spectrum) | ||
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plt.plot(lc.counts, 'g') | ||
plt.title('User-defined Model Simulation', fontsize='16') | ||
plt.xlabel('Counts', fontsize='14') | ||
plt.ylabel('Flux', fontsize='14') | ||
plt.show() |
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_downloads/53d6a719342bb95c167fbdcb1fc14cc1/simulator-3.py
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from matplotlib import rcParams | ||
rcParams['font.family'] = 'sans-serif' | ||
rcParams['font.sans-serif'] = ['Tahoma'] | ||
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import matplotlib.pyplot as plt | ||
from stingray import sampledata | ||
from stingray.simulator import simulator | ||
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# Obtain a sample light curve | ||
lc = sampledata.sample_data().counts | ||
# Instantiate simulator object | ||
sim = simulator.Simulator(N=1024, mean=0.5, dt=0.125, rms=1.0) | ||
# Obtain an artificial impulse response | ||
ir = sim.relativistic_ir() | ||
# Simulate | ||
lc_new = sim.simulate(lc, ir) | ||
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plt.plot(lc_new.counts, 'g') | ||
plt.title('Impulse Response based Simulation', fontsize='16') | ||
plt.xlabel('Counts', fontsize='14') | ||
plt.ylabel('Flux', fontsize='14') | ||
plt.show() |
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_downloads/57e221082e8b56500cefe6d46e4708c5/simulator-1.py
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from matplotlib import rcParams | ||
rcParams['font.family'] = 'sans-serif' | ||
rcParams['font.sans-serif'] = ['Tahoma'] | ||
|
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import matplotlib.pyplot as plt | ||
from stingray.simulator import simulator | ||
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# Instantiate simulator object | ||
sim = simulator.Simulator(N=1024, mean=0.5, dt=0.125, rms=1.0) | ||
# Specify beta value | ||
lc = sim.simulate(2) | ||
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plt.plot(lc.counts, 'g') | ||
plt.title('Random-walk Distribution Simulation', fontsize='16') | ||
plt.xlabel('Counts', fontsize='14', ) | ||
plt.ylabel('Flux', fontsize='14') | ||
plt.show() |
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