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in Artificial Intelligence (AI) by (178k points)
Can you plot the probability mass function (PMF) of a binomial distribution?

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1 Answer

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by (178k points)

Yes, you can use the matplotlib library to plot the PMF of a binomial distribution.

Example: Plotting the PMF of a binomial distribution

import matplotlib.pyplot as plt

x = np.arange(0, n+1)  # Possible number of successes
pmf = np.binom.pmf(x, n, p)  # Probability mass function

plt.bar(x, pmf)
plt.xlabel("Number of Successes")
plt.ylabel("Probability")
plt.title("Binomial Distribution PMF")
plt.show()

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