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Stochastic Python Packages

Python packages with the GitHub topic stochastic. Sorted by relevance, with stars and monthly downloads.
crflynn
stochastic

Generate realizations of stochastic processes in python.

28K 506 91
dancixx
stochastic-rs

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

19K 153 7
GAIA-UNIL
g2s

A flexible MPS framework

11K 45 11
Aschii85
sde-sim-rs

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

6K 2 0
SURGroup
uqpy

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

3K 354 97
EMOD-Hub
emod-malaria

Source files for building the IDM EMOD disease transmission model.

3K 106 52
EMOD-Hub
emod-hiv

PyPI distribution of EMOD for the running HIV and STI simulations

2K 106 52
EMOD-Hub
emod-common

Source files for building the IDM EMOD disease transmission model.

1K 106 52
Melvin-klein
algosto

A Python package that includes various stochastic algorithms.

740 0 0
xurendong
derivx

DerivX Core Library

693 20 4
deepansh-saxena
duralang

Make stochastic AI systems durable with one decorator

515 22 2
griano
epistoch

Epidemics Models with General Distribution for Infectious Period

344 1 1
vadmbertr
pastax

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

343 2 1
verificarlo
significantdigits

Solid stochastic statistic analysis of Stochastic Arithmetic

323 4 3
Jacks0nJ
pyfpt

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

290 10 1
JulioCesarMS
stochasticprocesses

A package to simulate stochastic processes

260 0 0
DanieleGioia
scenarioreducer

Scenario Reduction Algorithms in Stochastic Programming

260 7 4
Heuro-labs
pyssa

Python package for stochastic simulations

259 18 2
LRydin
kramersmoyal

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

208 77 13
timpauli
yamm

yet another markov module

155 1 0
Heuro-labs
cayenne

Python package for stochastic simulations

152 18 2
randlab
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.

138 23 5
aresio
procell

ProCell - cell proliferation framework

135 0 2
eonof
upgrade-policy-optimizer

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

116 0 0
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