Stochastic Python Packages

stochastic

Generate realizations of stochastic processes in python.

g2s

A flexible MPS framework

covasim

COVID-19 Agent-based Simulator (Covasim): a model for exploring coronavirus dynamics and interventions

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.

derivx

DerivX Core Library

significantdigits

Solid statistical analysis of Stochastic Arithmetic.

emod-common

Source files for building the IDM EMOD disease transmission model.

algosto

A Python package that includes various stochastic algorithms.

emod-hiv

Source files for building the IDM EMOD disease transmission model.

pyssa

Python package for stochastic simulations

kramersmoyal

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

duralang

Make stochastic AI systems durable with one decorator

stochasticprocesses

A package to simulate stochastic processes

epistoch

Epidemics Models with General Distribution for Infectious Period

pyfpt

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

procell

Stochastic simulation of cell populations proliferation

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.

cayenne

Python package for stochastic simulations

scenarioreducer

This library implements several approximate scenario reduction algorithms. Given a probability distribution with finite support, they aim to determine a probability measure with support of reduced and fixed cardinality by selecting the closest to the original one in terms of a selected statistical distance.

yamm

yet another markov module

upgrade-policy-optimizer

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

nssvie

Numerical solution of stochastic Volterra integral equations via a stochastic operational matrix based on block pulse functions.

wxgen

Weather generator software