There are 2 repositories under stochastic-simulation-algorithm topic.
Generate realizations of stochastic processes in python.
StochPy is a versatile stochastic modeling package which is designed for stochastic simulation of molecular control networks
🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains
Multiscale Modelling Tool - mathematical modelling without the maths
ANTARES Visualizations
BioSCRAPE (Bio-circuit Stochastic Single-cell Reaction Analysis and Parameter Estimation)
Networkx implementation of the SIS epidemic model for large and heterogeneous networks
DelaySSAToolkit.jl: a tool in Julia for stochastic simulation with delays
This repository includes Matlab codes/routines that were used in our manuscript entitled "Importance sampling for a robust and efficient multilevel Monte Carlo estimator for stochastic reaction networks" that can be found in this preprint: https://arxiv.org/abs/1911.06286
Demonstrates how to price derivatives in a Heston framework, using successive approximations of the invariant distribution of a Markov ergodic diffusion with decreasing time discretization steps. The framework is that of G. Pagès & F. Panloup.
codes from theorems in the field of stochastic processes
Learn to get started using DISCOTRESS with these tutorials! Then apply to your own Markov chains in ecology 🦜🌴 economics 💸📈 biophysics 🧬🦠 and more!
Usefull models simulating stochastic processes in different times scales with or without reproduction of long-term percistence (Hurst-Kolmogorov behaviour). Also a simple tool for determening the Hurst coefficient is provided. All code is in the form of Matlab functions.
Fractional calculus and commercial air transport models used in: arxiv.org/abs/1601.07655
A set of integrators for the Langevin equation.
[ISIMA2] Stochastic Simulation project about rabbit's breeding
BioNetGen biochemical network simulation program via BioSimulators-compliant command-line interface and Docker container
GillesPy2 biochemical network simulation program via BioSimulators-compliant command-line interface and Docker container
FERN (Framework for Evaluation of Reaction Networks) is an extensible and comprehensive framework for efficient simulations and analysis of chemical reaction networks written in Java.
STOCBIONET is a software for stochastic simulation of biochemical networks
Agent-based Stochastic Kinetics
Implementation of Gillespie Stochastic Simulation Algorithm
Stochastic chemical kinetics using Gillespie algorithm and chemical master equation, application to enzyme kinetics
Implementation of algorithms for simulating gene expression and translation in order to investigate about NF-kB model in colon cancer cells.
This repository contains code for simulatuing 'miRNA-mediated negative feedback loop' model, given in the manuscript 'Effects of miRNA-mediated negative feedback on gene expression', using Gillespie algorithm
Code and reading materials related to my BIOL0044 MSci Investigative Project at the Lane Origins lab.
Repository for stochastic methods scripts and functions.