Monte Carlo Python Packages

dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules

pyhepmc

Easy-to-use Python bindings for HepMC3

pmcxcl

Monte Carlo eXtreme for OpenCL (MCXCL)

ebisu

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

pmcx

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

ultranest

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

biorefineries

BioSTEAM's Premier Repository for Biorefinery Models and Results

modelx

Use Python like a spreadsheet!

bigdance

March Madness Bracket Pool Simulator

sde-sim-rs

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

montepy

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

mujoco-mojo

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

serpenttools

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

pmmc

Mesh-based Monte Carlo (MMC)

spindry

Low-cost host-guest conformer generation

smol

Lighthweight but caffeinated Python implementation of computational methods for statistical mechanical calculations of configurational states in crystalline material systems.

uqpy

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

owlplanner

Owl - Optimal Wealth Lab: Retirement planner with great wisdom

finquant

A program for financial portfolio management, analysis and optimisation

lca-algebraic-dev

Layer over brightway2 for algebraic definition of parametric models and super fast computation of LCA

monaco

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

pyerrors

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

calzone

A Geant4 Python wrapper for the simulation of outdoor particle detectors