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Stochastic processes

13 repositories

Generate realizations of stochastic processes in python.

Python 470 83 Updated Dec 9, 2022

Repository for inference method for stochastic processes through geometric path augmentation

Python 3 Updated May 25, 2023

Generate realizations of stochastic processes in Python

Python 1 Updated Feb 15, 2022

Example codes for the book Applied Stochastic Differential Equations

MATLAB 182 45 Updated Jul 14, 2021

Efficiently generate Gaussian stochastic processes with heavy-tailed algebraic correlations.

Julia 2 Updated Dec 11, 2023

📦 Python library for Stochastic Processes Simulation and Visualisation

Python 172 17 Updated Jan 29, 2025

A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.

Jupyter Notebook 112 19 Updated Jan 27, 2022

Python package to discover stochastic differential equations from time series data

Python 93 10 Updated Jan 12, 2025

kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order

Python 70 12 Updated Dec 26, 2024

Variational Inference for Langevin Equations

R 21 3 Updated Sep 8, 2017

🦜 DISCOTRESS 🦜 is a software package to simulate and analyse the dynamics on arbitrary Markov chains

C++ 25 5 Updated Jul 29, 2021

Abstract types and methods for Gaussian Processes.

Julia 238 22 Updated Jan 16, 2025

Stochastic first-passage time (FPT) simulations using importance sampling.

Python 12 1 Updated Oct 2, 2024