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The Top 23 Python Monte Carlo Simulation Open Source Projects

Open source projects categorized as Python Monte Carlo Simulation
Categories > Monte Carlo Simulation
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 ⭐ 841
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 agopypi gempy} Downloads
Openmc ⭐ 658
OpenMC Monte Carlo Code
dependent packages 1total releases 7most recent commit 3 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
Freud ⭐ 248
Powerful, efficient particle trajectory analysis in scientific Python.
dependent packages 8total releases 30most recent commit 3 months agopypi freud-analysis} Downloads
Uqpy ⭐ 216
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 agopypi UQpy} Downloads
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
Quantsbin ⭐ 76
Quantitative Finance tools
total releases 7most recent commit 3 years ago
Python_portfolio__var_tool ⭐ 62
Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both on an individual stock and portfolio-basis, stand-alone and vs. a benchmark of choice (constructed with wxPython)
most recent commit 3 years ago
Compphy ⭐ 56
Assortment of code for model systems in computational physics
most recent commit a year ago
Mathematics Statistics For Data Science ⭐ 54
Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
most recent commit a year ago
Pysdm ⭐ 47
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 55most recent commit 3 months agopypi PySDM} Downloads
W2dynamics ⭐ 44
A continuous-time hybridization-expansion Monte Carlo code for calculating n-particle Green's functions of the Anderson impurity model and within dynamical mean-field theory.
most recent commit 5 months ago
Sqaod ⭐ 35
Solvers/annealers for simulated quantum annealing on CPU and CUDA(NVIDIA GPU).
total releases 10most recent commit 5 years ago
High Entropy Alloys ⭐ 35
Generate random alloys and compute various properties
most recent commit 4 months ago
Plotter ⭐ 34
Native plotting GUI for model design and verification
total releases 3most recent commit 4 months ago
Algorithmic Trading ⭐ 33
I have been deeply interested in algorithmic trading and systematic trading algorithms. This Repository contains the code of what I have learnt on the way. It starts form some basic simple statistics and will lead up to complex machine learning algorithms.
most recent commit 4 years ago
Opengate ⭐ 28
Gate 10 (beta)
dependent packages 1total releases 11most recent commit 3 months agopypi opengate-core} Downloads
Hoomd Examples ⭐ 28
HOOMD-blue example scripts.
most recent commit 3 months ago
The 8 Most Depended On Python Monte Carlo Simulation Open Source Projects
Freud ⭐ 248
Powerful, efficient particle trajectory analysis in scientific Python.
dependent packages 8total releases 30latest release November 28, 2023most recent commit 3 months agopypi freud-analysis} Downloads
Hoomd Blue ⭐ 298
Molecular dynamics and Monte Carlo soft matter simulation on GPUs.
dependent packages 1total releases 15latest release October 25, 2022most recent commit 3 months ago
Opengate ⭐ 28
Gate 10 (beta)
dependent packages 1total releases 11latest release November 03, 2023most recent commit 3 months agopypi opengate-core} Downloads
Openmc ⭐ 658
OpenMC Monte Carlo Code
dependent packages 1total releases 7latest release October 24, 2022most recent commit 3 months ago
The 10 Latest Releases In Python Monte Carlo Simulation Open Source Projects
Freud ⭐ 248
Powerful, efficient particle trajectory analysis in scientific Python.
dependent packages 8total releases 30latest release November 28, 2023most recent commit 3 months agopypi freud-analysis} Downloads
Opengate ⭐ 28
Gate 10 (beta)
dependent packages 1total releases 11latest release November 03, 2023most recent commit 3 months agopypi opengate-core} Downloads
Finquant ⭐ 1,061
A program for financial portfolio management, analysis and optimisation.
total releases 15latest release September 04, 2023most recent commit 7 months ago
Freepaths ⭐ 12
Monte Carlo simulator of phonon and heat transport in nanostructures
total releases 10latest release July 18, 2023most recent commit 4 months ago
Hoomd Blue ⭐ 298
Molecular dynamics and Monte Carlo soft matter simulation on GPUs.
dependent packages 1total releases 15latest release October 25, 2022most recent commit 3 months ago
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