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A Python module for carrying out GCMC insertions and deletions of water molecules in OpenMM.

The Mesoscale Microstructure Simulation Project

Bioindustrial Park ⭐ 33

BioSTEAM's Premier Repository for Biorefinery Models and Results

Mesh-based Monte Carlo (MMC)

Quoridor Ai ⭐ 32

Quoridor AI based on Monte Carlo tree search

Virtual Tissue Simulator

Connect4 ⭐ 32

Monte Carlo Tree Search Based AI Connect 4 Bot

Quicksilver ⭐ 32

A proxy app for the Monte Carlo Transport Code, Mercury. LLNL-CODE-684037

A C++ library for Bayesian modeling, mainly through Markov chain Monte Carlo, but with a few other methods supported. BOOM = "Bayesian Object Oriented Modeling". It is also the sound your computer makes when it crashes.

Monte Carlo Tree Search - C++14 implementation

Lca_algebraic ⭐ 31

Layer over brightway2 for algebraic definition of parametric models and super fast computation of LCA

Computational_physics_a ⭐ 30

Codes and Reports for USTC's Computational Physics A course

Projectreward ⭐ 30

A software to shortlist and find the best options spread available for a given stock and help it visualise using payoff graphs.

Reinforcement Learning For Decision Making In Self Driving Cars ⭐ 30

Reinforcement-Learning-for-Decision-Making-in-self

Mcintegration.jl ⭐ 29

Robust and fast Monte Carlo algorithm for high dimension integration

Ising Model ⭐ 29

Python implementation of the Ising model

Pyerrors ⭐ 29

Error propagation and statistical analysis for Markov chain Monte Carlo simulations in lattice QCD and statistical mechanics using autograd

Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

Look Ahead Hamiltonian Monte Carlo

Rough_bergomi ⭐ 28

A Python implementation of the rough Bergomi model.

Unity_sphericalharmonics_tools ⭐ 28

Two tools for Unity to deal with spherical harmonics

Montecarlo ⭐ 27

A model free Monte Carlo approach to price and hedge American options equiped with Heston model, OHMC, and LSM

Sampling Methods Numpy ⭐ 26

This repository contains implementations of some basic sampling methods in numpy.

Dhmc Jax ⭐ 26

Discontinuous Hamiltonian Monte Carlo in JAX

Thejoker ⭐ 26

A custom Monte Carlo sampler for the (gravitational) two-body problem

Montecarlopathtracer ⭐ 25

A Coursework for Computer Graphic-Monte Carlo Path Tracer (Monte Carlo Path Tracing)

Ucthello ⭐ 25

UCThello - a board game demonstrator (Othello variant) with computer AI using Monte Carlo Tree Search (MCTS) with UCB (Upper Confidence Bounds) applied to trees (UCT in short)

Monte Carlo Tree Search ⭐ 25

Simple Game with Monte Carlo Tree Search

Computational_statistics ⭐ 25

Course materials for Computational Statistics, PhD course at EMAp.

Materials Design by Monte Carlo Tree Search

Stochastic Calculator Of Neutron transport Equation

Ml_from_scratch ⭐ 23

ML algorithms from scratch

Python implementation of Markov Jump Hamiltonian Monte Carlo

Mathematical Modeling ⭐ 23

A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPS

Vegasflow ⭐ 23

VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms

Corrections ⭐ 23

Corrections to the text of the book "Computer Simulation of Liquids" by Michael P. Allen and Dominic J. Tildesley (2nd edition, Oxford University Press, 2017)

Rcpp bindings for Sequential Monte Carlo

Mathematica Mcmc ⭐ 23

Mathematica Markov chain Monte Carlo

Monte Carlo software for simulating light propagation

Financialmontecarlo.jl ⭐ 21

Julia Package for Financial Monte Carlo Simulations

Business Valuation With Discounted Cash Flow In Python ⭐ 21

Stocks and Assets Valuation via Discounted Cash Flow with Python

machine learning

continuous energy monte carlo neutron transport in general geometries on GPUs

Sequentialmontecarlo.jl ⭐ 19

A light interface to serial and multi-threaded Sequential Monte Carlo

Hivemind ⭐ 19

HiveMind is a Java based stand-alone AI implementation for the board game Hive by John Yianni.

Greenbox: Excel-based Monte Carlo three-point sensitivity analysis

Montecarlo Pacman ⭐ 19

A Monte Carlo tree search agent for Ms Pac-Man

A Go bot written in Rust with Monte Carlo Tree Search & a brain dump on go bot optimizations

Rlengine ⭐ 19

A simple reinforcement learning simulation engine for OpenAI's gym.

3D Monte Carlo radiative transfer code

Spinmc.jl ⭐ 18

Classical Monte Carlo simulations for lattice spin systems

Neworder ⭐ 18

A dynamic microsimulation framework for python

Monte Carlo and parallel tempering routines built on the pele foundation

A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method

Monte carlo tree search in Go language

PyXOpto is a collection of python tools for performing Monte Carlo simulations of light propagation in turbid media.

Cpp Mcts ⭐ 17

A Monte Carlo Tree Search library for C++

Easy-to-use Python bindings for HepMC3

Spinmontecarlo.jl ⭐ 17

Markov chain Monte Carlo solver for lattice spin systems implemented by Julialang

Lumillyrender ⭐ 17

Monte Carlo path tracing implementation on Rust

Approximate dynamic programming for stochastic optimal control in Pytorch

Code Imitator ⭐ 16

Discontinuous Hmc ⭐ 16

"Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu

Teaching Utility for Classical Atomistic Simulation.

Pathtracer ⭐ 16

Tile based pathtracer runs in OpenGL

vSMC: Scalable Monte Carlo

An Implementation of Constrained Hamiltonian Monte Carlo

Financial Engineering ⭐ 15

Applications of Monte Carlo methods to financial engineering projects, in Python.

Mosaic_ml ⭐ 15

AutoML with MCTS

Monte Carlo Path Tracer ⭐ 15

A realistic Monte Carlo Path Tracer project for CS230 (Virtual Reality and Interactive 3D Graphics Display), ACM Class, SJTU

X-ray absorption re-emission scattering - Monte Carlo simulator for X-ray obscurers

Pmh Tutorial ⭐ 15

Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"

Separo Rs ⭐ 15

An implementation of SEPARO, a board game, with Monte Carlo Tree Search algorithm in Rust/wasm.

Cuda Path Tracing ⭐ 14

GPU based, progressive rendering, Monte Carlo Path Tracing, Reflection/volume scattering models and materials

Massively Parallel Simulator of Optical Coherence Tomography (OCT-MPS)

Monte Carlo Tree Search ⭐ 14

Sequential Monte Carlo Approximate Bayesian Computation with Partial Least Squares parameter estimator

Egs_brachy ⭐ 14

egs_brachy is an application for doing Monte Carlo brachytherapy simulations based on EGSnrc/egs++.

Lattice_mc ⭐ 14

Lattice gas Monte Carlo simulation code

🌳 Domain independent implementation of Monte Carlo Tree Search methods.

Mcmc Examples ⭐ 13

Simple examples of Monte Carlo and MCMC

DASP the Durham Adaptive optics Simulation Platform: Modelling and simulation of adaptive optics systems

Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution

6-DOF Rocket Flight Simulation Framework

A C++ library to implement the "virtual-move" Monte Carlo algorithm for approximating the dynamical evolution of systems of strongly interacting overdamped particles.

Intro_to_qmc ⭐ 13

Introductory QMC teaching material for Python

Pacman Ai ⭐ 13

A Monte Carlo Tree Search Agent used to control agents in a Pacman competition.

Jdmbs: An R Package for Monte Carlo Option Pricing Algorithm for Jump Diffusion Models with Correlational Companies

Hierarchicalkarting ⭐ 12

Implementation of Hierarchical Control for Head-to-Head Autonomous Racing paper

Nips Global Paper Implementation Challenge ⭐ 12

Selective Classification For Deep Neural Networks.

3D Monte Carlo radiative transfer code for supernovae/kilonovae

Cmna Pkg ⭐ 12

Computational Methods for Numerical Analysis

A Monte Carlo Pathtracing Renderer

Gradmcmc ⭐ 12

Faster estimation of Bayesian models in ecology using Hamiltonian Monte Carlo

Mittmcts ⭐ 12

Python Information Set Monte Carlo Tree Search library for learning and analysis of games

Mc Dropout Mnist ⭐ 12

Implementation of MNIST experiment for Monte Carlo Dropout from http://mlg.eng.cam.ac.uk/yarin/PDFs/NIPS_2015_baye

Monte Carlo Raytracer from Scratch in C++11/14

Montecarlopathtracing ⭐ 12

Monte Carlo Path Tracing

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