Repository for most of the code from my YouTube channel
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Updated
Jul 24, 2023 - Python
Repository for most of the code from my YouTube channel
Machine learning algorithms for many-body quantum systems
Quantitative Finance tools
Code repository for my course on the fundamentals of reinforcement learning
Deep active inference agents using Monte-Carlo methods
Python code of commonly used stochastic models for Monte-Carlo simulations
Uses Monte Carlo Methods to determine the probability a starting hand in poker will win the round.
Program that estimates the Gini coefficient of a country using Lagrange Interpolation for Lorenz curve approximation.
EMRI_MC is a GPU-based Python code for Bayesian inference of EMRI gravitational waveforms, including cosmological propagation effects. Online publication is here: https://arxiv.org/abs/2311.17174
Hedging options by using Monte Carlo simulations or real data
This repo contains implementations of algorithms such a Q-learning, SARSA, TD, Policy gradient
Option pricing using the Binomial-tree, Monte Carlo method and Partial differential equation
An Othello game implementation in python with Monte Carlo Method using TKinter
PHY407 Computational Physics
Calculate integral with Newton-Coates/Monte Carlo methods.
Research Paper about adversarial search
Bayesian Linear regression using MCMC and Variational Inference
My python implementation of different Computational Methods and Applications.
MCRand is a library of Monte Carlo methods. Multidimensional integration, non-uniform random number generation, etc.
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