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Simulation and Modeling in Python 3

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Artificial Intelligence with Gomuku

Uncertainty or Standard Error of Mean propagation using Delta and Monte Carlo methods

MonteCarloMethodsinAIandML

cTMed: Continuous-Time Mediation (Pesigan, Russell, & Chow, 2025: https://doi.org/10.1037/met0000779).

Research compendium for the manuscript Pesigan, I. J. A., Russell, M. A., & Chow, S.-M. (2025). Inferences and Effect Sizes for Direct, Indirect, and Total Effects in Continuous-Time Mediation Models. Psychological Methods.

This project detects spam messages in SMS, including those written in regional languages typed in English. It uses an extended SMS dataset and applies the Monte Carlo method with various supervised learning algorithms to improve spam detection.

Анализ метрик двух тестов и выбор наиболее точного

Using java threads to calculate PIE approximately using the monte carlo method.

Анализ соответствия размера выборки и плановых значений метрик A/B-теста

Application of π value approximation (using Monte Carlo method) created by MATLAB App Designer and also exported to .m file extension (for MATLAB).

A program for estimating the number π using the Monte Carlo Method.

Based on the book --- Reinforcement Learning: An Introduction (2nd ed, 2018) by Sutton and Barto. For the Reinforcement Learning course Assignment 2 (see Gridworld Problem 1.pdf) at Memorial University of Newfoundland, Jul. 18, 2024