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The Top 23 Monte Carlo Simulation Open Source Projects

Open source projects categorized as Monte Carlo Simulation

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Finquant ⭐ 1,061

A program for financial portfolio management, analysis and optimisation.

total releases 15most recent commit 7 months ago

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

most recent commit a year ago

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

dependent packages 3total releases 43most recent commit 4 months ago

pypi gempy} Downloads

OpenMC Monte Carlo Code

dependent packages 1total releases 7most recent commit 3 months ago

Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303

total releases 13most recent commit 4 months ago

Finmath Lib ⭐ 453

Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.

dependent packages 6total releases 142most recent commit 5 months ago

Gridcal ⭐ 367

GridCal, a cross-platform power systems software written in Python with user interface, used in academia and industry.

total releases 278most recent commit 3 months ago

Hoomd Blue ⭐ 298

Molecular dynamics and Monte Carlo soft matter simulation on GPUs.

dependent packages 1total releases 15most recent commit 3 months ago

Awesome Nuclear ⭐ 276

A curated list of open source projects used in nuclear science and engineering

most recent commit 3 months ago

Examples ⭐ 265

Fortran and Python examples to accompany the book "Computer Simulation of Liquids" by Michael P. Allen and Dominic J. Tildesley (2nd edition, Oxford University Press, 2017). Use the "Code" button, or follow the "Releases" link below.

most recent commit 3 months ago

Powerful, efficient particle trajectory analysis in scientific Python.

dependent packages 8total releases 30most recent commit 3 months ago

pypi freud-analysis} Downloads

Montecarlomeasurements.jl ⭐ 247

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

most recent commit 6 months ago

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

dependent packages 4total releases 32most recent commit 5 months ago

pypi UQpy} Downloads

Toolkit for Monte Carlo simulation of ionizing radiation — Trousse d'outils logiciels pour la simulation Monte Carlo du rayonnement ionisant

most recent commit 6 months ago

Siepic_ebeam_pdk ⭐ 191

SiEPIC EBeam PDK & Library, for SiEPIC-Tools and KLayout

total releases 3most recent commit a month ago

Flowviz ⭐ 174

A Power BI template that provides easy to understand, actionable flow metrics and predictive analytics for your agile teams using Azure DevOps, Azure DevOps Server and/or TFS.

most recent commit 3 months ago

Deepdrr ⭐ 166

Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606

most recent commit 6 months ago

Supplychainpy ⭐ 137

Supplychainpy is a Python library for supply chain analysis, modelling and simulation. The library assists a workflow that is reliant on Excel and VBA.

total releases 7most recent commit 6 years ago

Paramonte ⭐ 112

ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.

total releases 38most recent commit 3 years ago

Header only framework for data analysis in massively parallel platforms.

most recent commit 5 months ago

Monte_carlo_ray_tracer ⭐ 90

A program with an implemented Monte Carlo Ray Tracer algorithm for global illumination of a virtual 3D scene.

most recent commit 5 years ago

Compfinance ⭐ 86

Companion code for "Modern Computational Finance: AAD and Parallel Simulations" (Antoine Savine, Wiley, 2018)

most recent commit 3 years ago

A CAD file interface for GEANT4

most recent commit 3 years ago

The 10 Most Depended On Monte Carlo Simulation Open Source Projects

Powerful, efficient particle trajectory analysis in scientific Python.

dependent packages 8total releases 30latest release November 28, 2023most recent commit 3 months ago

pypi freud-analysis} Downloads

Finmath Lib ⭐ 453

Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.

dependent packages 6total releases 142latest release November 24, 2023most recent commit 5 months ago

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

dependent packages 4total releases 32latest release November 27, 2023most recent commit 5 months ago

pypi UQpy} Downloads

Antaresread ⭐ 11

Import, manipulate and explore the results of an Antares simulation

dependent packages 3total releases 27latest release August 30, 2023most recent commit 17 days ago

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

dependent packages 3total releases 43latest release November 22, 2023most recent commit 4 months ago

pypi gempy} Downloads

Swolfpy Inputdata ⭐ 7

The swolfpy-inputdata module is responsible for storing, updating, and generating new uncertain input data for the process models in swolfpy-processmodels.

dependent packages 2total releases 16latest release July 30, 2023most recent commit 9 months ago

pypi swolfpy-inputdata} Downloads

PRNGine - Pseudo Random Number Engines for Monte Carlo simulations

dependent packages 2total releases 4latest release November 11, 2021most recent commit 2 years ago

Sim.diffproc ⭐ 7

An R package for symbolic and numerical computations on scalar and multivariate systems of stochastic differential equations (SDEs). It provides users with a wide range of tools to simulate, estimate, analyze, and visualize the dynamics of these systems in both forms Itô and Stratonovich <doi:10.18637/jss.v096.i02>.

dependent packages 2total releases 27latest release November 08, 2020most recent commit 3 years ago

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

dependent packages 2total releases 55latest release November 07, 2023most recent commit 3 months ago

pypi PySDM} Downloads

Simdesign ⭐ 54

Structure for organizing Monte Carlo simulations in R

dependent packages 1total releases 29latest release September 02, 2021most recent commit 3 months ago

The 10 Latest Releases In Monte Carlo Simulation Open Source Projects

Gridcal ⭐ 367

GridCal, a cross-platform power systems software written in Python with user interface, used in academia and industry.

total releases 278latest release December 05, 2023most recent commit 3 months ago

Powerful, efficient particle trajectory analysis in scientific Python.

dependent packages 8total releases 30latest release November 28, 2023most recent commit 3 months ago

pypi freud-analysis} Downloads

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

dependent packages 4total releases 32latest release November 27, 2023most recent commit 5 months ago

pypi UQpy} Downloads

Finmath Lib ⭐ 453

Mathematical Finance Library: Algorithms and methodologies related to mathematical finance.

dependent packages 6total releases 142latest release November 24, 2023most recent commit 5 months ago

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

dependent packages 3total releases 43latest release November 22, 2023most recent commit 4 months ago

pypi gempy} Downloads

Siepic_ebeam_pdk ⭐ 191

SiEPIC EBeam PDK & Library, for SiEPIC-Tools and KLayout

total releases 3latest release November 21, 2023most recent commit a month ago

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

dependent packages 2total releases 55latest release November 07, 2023most recent commit 3 months ago

pypi PySDM} Downloads

Opengate ⭐ 28

dependent packages 1total releases 11latest release November 03, 2023most recent commit 3 months ago

pypi opengate-core} Downloads

Antareseditobject ⭐ 8

Edit an Antares study

dependent packages 1total releases 10latest release October 03, 2023most recent commit 3 months ago

Finquant ⭐ 1,061

A program for financial portfolio management, analysis and optimisation.

total releases 15latest release September 04, 2023most recent commit 7 months ago

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