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SaremS/density_and_histogram.py

Created May 9, 2023 14:56
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density_and_histogram.py
from scipy.stats import gaussian_kde
plt.figure(figsize = (10,8))
plt.grid(alpha = 0.5)
plt.hist(diffed_s,bins=20,density = True,alpha=0.5, label = "Histogram of diffed time-series")
kde = gaussian_kde(diffed_s)
target_range = np.linspace(np.min(diffed_s)-0.5,np.max(diffed_s)+0.5,num=100)
plt.plot(target_range, kde.pdf(target_range),color="green",lw=3, label = "Gaussian Kernel Density of diffed time-series")
plt.legend()
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