Stochastic Python Packages

stochastic

Generate realizations of stochastic processes in python.

stochastic-rs

stochastic-rs is a Rust library designed for high-performance simulation and analysis of stochastic processes and models in quant finance.

g2s

A flexible MPS framework

sde-sim-rs

Powerful and flexible stochastic differential equation (quasi) Monte-Carlo simulation library written in Rust with Python bindings

uqpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

emod-malaria

Source files for building the IDM EMOD disease transmission model.

emod-hiv

PyPI distribution of EMOD for the running HIV and STI simulations

emod-common

Source files for building the IDM EMOD disease transmission model.

algosto

A Python package that includes various stochastic algorithms.

derivx

DerivX Core Library

duralang

Make stochastic AI systems durable with one decorator

epistoch

Epidemics Models with General Distribution for Infectious Period

pastax

**P**arameterizable **A**uto-differentiable **S**imulators of ocean **T**rajectories in j**AX**.

significantdigits

Solid stochastic statistic analysis of Stochastic Arithmetic

pyfpt

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

stochasticprocesses

A package to simulate stochastic processes

scenarioreducer

Scenario Reduction Algorithms in Stochastic Programming

pyssa

Python package for stochastic simulations

kramersmoyal

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

yamm

yet another markov module

cayenne

Python package for stochastic simulations

pykasso

pyKasso is a python package to simulate stochastic karst conduit networks. It can be used as a preprocessing to simulate groundwater flow and solute transport in karstic systems.

procell

ProCell - cell proliferation framework

upgrade-policy-optimizer

Python library aimed at solving stochastic decision problems with value iteration.