π Zipf Distribution in Python The Zipf distribution is a discrete probability distribution that models ranked data, where the frequency of an item is inversely proportional to its rank.It appears in linguistics, social networks,...
π Pareto Distribution in Python The Pareto Distribution is a heavy-tailed continuous probability distribution often used in economics, finance, and social sciences.It is famous for modeling wealth distribution, income, or city sizes, where a...
π Rayleigh Distribution in Python The Rayleigh distribution is a continuous probability distribution often used in signal processing, communications, and reliability analysis. It describes the magnitude of a vector with two independent, normally distributed...
π Chi-Square (ΟΒ²) Distribution in Python The Chi-Square distribution is widely used in statistics, especially for hypothesis testing, goodness-of-fit tests, and variance analysis. It describes the distribution of a sum of squared independent standard...
π Exponential Distribution in Python The Exponential Distribution models the time between independent events that occur at a constant rate.It is closely related to the Poisson Distribution, which models the number of events in...
π² Multinomial Distribution in Python The Multinomial Distribution generalizes the binomial distribution to more than two outcomes per trial.It models the number of occurrences of each outcome in a fixed number of independent trials....
π Logistic Distribution in Python The Logistic Distribution is similar to the normal distribution but has heavier tails. Itβs often used in logistic regression, population growth models, and machine learning. β 1. Characteristics of...
π² Uniform Distribution in Python The Uniform Distribution generates random numbers that are equally likely to occur within a specified range. It is widely used in simulations, random sampling, and scenarios where every outcome...
π Poisson Distribution in Python The Poisson Distribution models the number of events occurring in a fixed interval of time or space, assuming the events happen independently at a constant rate. Itβs widely used...
π² Binomial Distribution in Python The Binomial Distribution models the number of successes in a fixed number of independent trials, each with the same probability of success.Itβs widely used in coin tosses, quality control,...
