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google-research
torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

2.5M 2K 222
GPflow
gpflow

Gaussian processes in TensorFlow

88K 2K 432
crflynn
stochastic

Generate realizations of stochastic processes in python.

25K 504 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.

12K 153 7
Aschii85
sde-sim-rs

Powerful and flexible SDE simulation library with Rust-accelerated Monte-Carlo

12K 2 0
hbldh
lspopt

Python implementation of a multitaper window method for estimating Wigner spectra for certain locally stationary processes

8K 20 4
lbl-camera
fvgp

A software package for flexible HPC GPs

6K 16 5
pySTEPS
pysteps

Python framework for short-term ensemble prediction systems.

5K 559 188
ant-research
easy-tpp

EasyTPP: Towards Open Benchmarking Temporal Point Processes

5K 339 45
quantmind
quantflow

Quantitative finance and derivative pricing

2K 28 5
LRydin
mfdfa

Multifractal Detrended Fluctuation Analysis in Python

2K 159 34
ahgperrin
pycurve

PyCurve : Python Yield Curve is a package created in order to interpolate yield curve, create parameterized curve and create stochastic simulation.

2K 55 9
Yosri-Ben-Halima
finstoch

FinStoch is a Python library designed to model and analyze stochastic processes commonly used in financial applications. The library includes tools for simulating, visualizing, and applying stochastic models such as Geometric Brownian Motion, Merton's Jump-Diffusion, and Heston's model, etc.

2K 4 0
Lax3n
humantyping

The most realistic keyboard typing simulator based on Markov Chains. Models authentic human behavior (errors, corrections, fatigue, speed variations) for Playwright and Selenium automation.

2K 69 7
zgbkdlm
tme

Taylor moment expansion in Python (JaX and SymPy) and Matlab

2K 11 0
ArturSepp
stochvolmodels

Python implementation of pricing analytics and Monte Carlo simulations for stochastic volatility models including log-normal SV model, Heston

1K 218 43
sdepy
sdepy

SdePy: Numerical Integration of Ito Stochastic Differential Equations

1K 44 8
quantgirluk
aleatory

Stochastic Processes Simulation and Visualisation

775 364 38
shailendrabhandari
gansforvirtualeye

GANs package for stochastic timeseries generation: https://doi.org/10.1038/s41598-025-05286-5

711 2 0
jason-ash
pyesg

Economic scenario generator for python: simulate stocks, interest rates, and other stochastic processes.

710 146 36
brotto
crng

Contingency Random Number Generator — numbers with controllable fat tails, volatility clustering, and scale convergence

671 5 0
sadrasabouri
pyrandwalk

:walking:Python Library for Random Walks

419 24 2
Kendiukhov
ergodicity

A comprehensive toolkit for ergodicity economics and related fields.

366 24 1
SPL-ethz
ethz-snow

A Python package describing Stochastic Nucleation of Water in vials.

348 8 1
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