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pdc-quantum/006_demo.py

Last active January 12, 2022 12:46
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Bayesian vs Frequentist Statistical Model for Randomized Benchmarking
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006_demo.py
with h_model:
BoundedUniform = pm.Bound(pm.Uniform,
lower=np.fmax(popt-0.1, np.full(popt.shape, 1.e-9)),
upper=np.fmin(popt+0.1, np.full(popt.shape, 1.-1.e-9)))
pi = BoundedUniform("π", testval = popt, shape = popt.shape)
EPC = pm.Deterministic('EPC', scale * (1 - pi[2]) )
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