"from numpy.random import *\n", "pr = np.random.dirichlet(np.repeat(0.15, k), n)\n", "pr = np.repeat(np.random.dirichlet(np.repeat(0.15, k), 1).reshape(-1), n ...

"Let us perform an experiment where we select 10 photos from the dataset and want to find out the probability that class1 occurs 1 time, class2 occurs 2 times, class3 occurs 1 time and class 4 occurs ...

Somer G. Anderson is CPA, doctor of accounting, and an accounting and finance professor who has been working in the accounting and finance industries for more than 20 years. Her expertise covers a ...

Abstract: The purpose of this study is to derive an upper-bound and a lower-bound of the entropy of a multinomial distribution. In spite of its practicality and versatility, there is no closed-form ...

Abstract: In this paper, we examine the problem of count data clustering. We analyze this problem using finite mixtures of distributions. The multinomial distribution and the multinomial Dirichlet ...