Tools for Stochastic Simulation using diffusion models (R).

In this repository, software applications in simulation and visualization for various applications are presented with interesting examples.

Based on the classical lattice model (Heisenberg, XY, XYZ, etc.), code Ether has been developed to study the thermodynamics of ANY CRYSTAL SYSTEM by performing the basic Monte Carlo methods. Metropolis algorithm has been used to equate all the observables

Running simulation scripts through R and flexMIRT for Multiple Item Response Theory.

Basic Montecarlo Simulation examples in Python and R

This project explores the application of Monte Carlo simulation techniques to predict stock price movements over time. Utilizing Python and libraries such as NumPy and Matplotlib, it offers a hands-on approach to understanding the stochastic nature of financial markets and the practical application of statistical methods in finance.

This repository contains implementation of beginner to intermediate concepts in computational physics

Robust estimations from distribution structures: III. Non-asymptotic

Vrednovanje azijskih opcija

Aplicando redes neuronales, aprendizaje por refuerzo y algoritmos genéticos para calcular las mejores estrategias en el BlackJack.

In this project, we'll analyse data from italian stock market for bank stocks.

Visualizing random walking - heatmap, cartesian coordinates, brownian motion

A convolutional autoregressive model to boost Monte Carlo Simulations.

Monte Carlo AI Engine framework & Azul: Summer Pavilion specific rules

Montecarlo Simulator for Texas Hold Em

Pricing vanilla European option using BSM and Monte carlo simulation. Path dependent option pricing using Monte-Carlo simulation

Tools for developing pluvial (excess rainfall) and fluvial scenarios for probabilistic flood risk analyses

Unbiasedness of the Sample Variance through a Monte-Carlo simulation.

Emergency fund and retirement plan tools. Connects to Alpaca API and runs a Monte Carlo Simulation to analyze portfolio performance.