pfevaluator: A library for evaluating performance metrics of Pareto fronts in multiple/many objective optimization problems

Robust estimations from distribution structures: III. Non-asymptotic

The first efficient procedure to test whether a sampler is uniform

A MATLAB project which applies the central limit theorem on PDFs and CDFs of different probability distributions.

PyPi package for modelling Probability distributions

Position prediction of invisible tree using EM algorithm of GMM. We used Python's Matplotlib data visualization and preprocessed to determine the fruit distribution. BIC and AIC indexes were used to determine the number of cluster categories, and Gaussian mixture model was used to cluster according to the fruit data to predict the coordinates of the number. We use poission distribution to predict the distribution of the whole forest.

Statistics library for Dart

Get an integer between a min and max, bring your own random number generator.

Learning Reliable Rules under Class Imbalance (SDM 2021)

Visualization of Mass Redististribution and Tranport.

Provide true random numbers based on the random-bit file generated by RANDOM.ORG

Simple uniform deterministic 1D, 2D, 3D, 4D value noise

Welcome to the Statistics repository! Here, you'll find files that cover various statistical topics. The repository is organized into different categories to help you navigate through the content!

Fast Generation of Random Numbers by Sampling Properties of Particles at Equilibrium

🔀 The standard algorithm for generating a uniformly chosen random permutation. Devised by Ronald Fisher and Frank Yates, modernized by Richard Durstenfeld and popularized by Donald E. Knuth. This version permits Sattolo cycles as well as seeded/keyed shuffles and unshuffles.

Development-of-LED-Ring-for-Object-Tracking

Brief into about Central Limit Theorem (CLT) and Python code for finding mean of CLT and plotting using seaborn and matplotlib on normal, uniform, multi-nomial distribution.

Go implementation of the Xoroshiro128++, Xoshiro256++, and Xoshiro512++ pseudo random number generators

Probability distribution simulator for Poisson distribution, exponential distribution and uniform distribution

How to Convert a Uniform Distribution to a Gaussian Distribution using the Box-Muller Algorithm

A simple experiment demonstrating the universality of the uniform distribution — showing how uniform random variables can be transformed to generate samples from other probability distributions through inverse transform sampling and related methods.

Bernoulli Trials- Biased & Unbiased Coin Flips - Uniform Distribution

A Java implementation of a multiple recursive random number generator that supports uniform and normal distributions with user-defined parameters.

A package for the most basic complex random sampling.

German Tank Problem

Turbo-Bucketizer C++17 — deterministic IPv4 bucketizer library + CLI, designed as a modern C++17 portfolio project (clean architecture, RAII, stats engine, tests).

Computer Intensive Stats - Project 01

Any Random (Number , String , Password, Dice, Card, Gaussian Number, Uniform Number, Time, Date) Generator

[Python] Explored different Multiarmed Bandits algorithms to find the best election campaigns more effectively

Estatística, Modelos de Probabilidade Contínua, Modelos de Probabilidade Discreta, Distribuições de Probabilidade, Média de um dataset