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NLPA Math Review by Mind Map: NLPA Math Review
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NLPA Math Review

information theory

entropy

joint entropy

conditional entropy

mutual information

noisy channel model

channel capacity

relative entropy, Kullback-Leibler divergence

cross entropy

perplexity

entroy of English

statistics

basics

standard distributions

Bayesian methods