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jdmoore7/post_params.py

Created December 8, 2021 17:35
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Posterior plots
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post_params.py
import random
def post_plot(trace_obj=trace,samples=100,size=len(X)):
for itr in range(samples):
idx = random.choice(range(size))
m = trace_obj.get_values('m')[idx]
b = trace_obj.get_values('b')[idx]
Y_hat = np.exp(m*X + b)
plt.plot(X,Y_hat)
plt.scatter(X,Y)
post_plot()
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