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Monte Carlo Python Packages

Python packages with the GitHub topic monte-carlo. Sorted by relevance, with stars and monthly downloads.
joshspeagle
dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

93K 407 87
fangq
pmcx

Monte Carlo eXtreme (MCX) - Physically accurate and validated GPU ray-tracer

53K 180 91
scikit-hep
pyhepmc

Easy-to-use Python bindings for HepMC3

28K 28 14
fangq
pmcxcl

Monte Carlo eXtreme for OpenCL (MCXCL)

26K 47 33
BioSTEAMDevelopmentGroup
biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules

17K 248 56
fangq
pmmc

Python bindings for Mesh-based Monte Carlo (MMC) photon transport simulator

13K 54 33
fasiha
ebisu

Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)

12K 336 30
Aschii85
sde-sim-rs

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

11K 2 0
JohannesBuchner
ultranest

Fit and compare complex models reliably and rapidly. Advanced nested sampling.

10K 202 34
Hydrowelder
mujoco-mojo

A complete MJCF lifecycle and trial orchestration suite for MuJoCo, powered by Pydantic v2.

6K 0 0
CORE-GATECH-GROUP
serpenttools

A suite of parsers designed to make interacting with SERPENT output files simple and flawless

6K 64 38
CederGroupHub
smol

Statistical Mechanics on Lattices

6K 96 18
BioSTEAMDevelopmentGroup
biorefineries

BioSTEAM's Premier Repository for Biorefinery Models and Results

6K 49 26
andrewtarzia
spindry

Low-cost host-guest conformer generation

5K 1 0
idaholab
montepy

MontePy is the most user friendly Python library (API) to read, edit, and write MCNP input files.

5K 61 20
fumitoh
modelx

Use Python like a spreadsheet!

5K 127 31
mdlacasse
owlplanner

Retirement planner with great wisdom

4K 42 18
SURGroup
uqpy

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

3K 352 97
fmilthaler
finquant

A program for financial portfolio management, analysis and optimisation.

3K 2K 234
cdslaborg
paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

3K 305 36
trnsci
trnrand

Random number generation for AWS Trainium via NKI

3K 0 0
ai-vnv
deepbullwhip

Multi-tier supply chain bullwhip effect simulator

3K 0 0
fjosw
pyerrors

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

3K 52 21
scottshambaugh
monaco

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

3K 151 10
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