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The Top 23 Monte Carlo Open Source Projects

Open source projects categorized as Monte Carlo
Categories > Monte Carlo
Stock Prediction Models ⭐ 6,233
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
most recent commit a year ago
Finquant ⭐ 1,061
A program for financial portfolio management, analysis and optimisation.
total releases 15most recent commit 7 months ago
C Ray ⭐ 743
c-ray is a small, simple path tracer written in C
most recent commit 3 months ago
Hanabi Learning Environment ⭐ 597
hanabi_learning_environment is a research platform for Hanabi experiments.
most recent commit a year ago
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 4 years ago
Bda_r_demos ⭐ 538
Bayesian Data Analysis demos for R
most recent commit 4 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Monte Carlo Tree Search ⭐ 439
Monte carlo tree search in python
dependent packages 1total releases 2most recent commit 2 years agopypi mctspy} Downloads
Particles ⭐ 351
Sequential Monte Carlo in python
dependent packages 1total releases 4most recent commit 3 months agopypi particles} Downloads
Dynesty ⭐ 323
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
dependent packages 33total releases 26most recent commit 3 months agopypi dynesty} Downloads
Alpha Zero Gomoku ⭐ 303
A Multi-threaded Implementation of AlphaZero
most recent commit a year ago
Ebisu ⭐ 289
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
total releases 15most recent commit 5 months ago
Ashes ⭐ 286
WebGL2.0 3D Engine - Global Illumination - RayTracing
dependent packages 2total releases 67most recent commit a year agonpm ashes3d} Downloads
Bark ⭐ 265
Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving
dependent packages 1total releases 48most recent commit 3 months agopypi bark-simulator} Downloads
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
Diffusion Classifier ⭐ 255
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
most recent commit 5 months ago
Montecarlomeasurements.jl ⭐ 247
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.
most recent commit 6 months ago
Dynamichmc.jl ⭐ 235
Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.
most recent commit 5 months ago
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
Hearthstone Ai ⭐ 202
A Hearthstone AI based on Monte Carlo tree search and neural nets written in modern C++.
most recent commit 6 years ago
Tensormol ⭐ 190
Tensorflow + Molecules = TensorMol
total releases 1most recent commit 6 years ago
Pymultinest ⭐ 185
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
dependent packages 11total releases 21most recent commit 4 months agopypi pymultinest} Downloads
L2hmc ⭐ 167
TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
most recent commit 6 years ago
The 10 Most Depended On Monte Carlo Open Source Projects
Dynesty ⭐ 323
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
dependent packages 33total releases 26latest release October 04, 2023most recent commit 3 months agopypi dynesty} Downloads
Ultranest ⭐ 119
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
dependent packages 16total releases 38latest release October 19, 2023most recent commit 5 months agopypi ultranest} Downloads
Pymultinest ⭐ 185
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
dependent packages 11total releases 21latest release July 28, 2023most recent commit 4 months agopypi pymultinest} Downloads
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 3 months agopypi biosteam} Downloads
Qmcsoftware ⭐ 51
dependent packages 4total releases 44latest release November 01, 2023most recent commit 4 months agopypi qmcpy} Downloads
Mcts ⭐ 40
A simple Monte Carlo Tree Search library
dependent packages 3total releases 8latest release June 12, 2017most recent commit 7 years agonpm mcts} Downloads
Mabalgs ⭐ 100
:bust_in_silhouette: Multi-Armed Bandit Algorithms Library (MAB) :cop:
dependent packages 3total releases 33latest release June 30, 2021most recent commit 2 years agopypi mabalgs} Downloads
Bioindustrial Park ⭐ 33
BioSTEAM's Premier Repository for Biorefinery Models and Results
dependent packages 3total releases 136latest release November 04, 2023most recent commit 3 months agopypi biorefineries} Downloads
Vegasflow ⭐ 23
VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms
dependent packages 2total releases 8latest release July 17, 2021most recent commit 2 years agopypi vegasflow} Downloads
The 10 Latest Releases In Monte Carlo Open Source Projects
Mcx ⭐ 105
Monte Carlo eXtreme (MCX) - GPU-accelerated photon transport simulator
total releases 26latest release November 28, 2023most recent commit 3 months ago
Aleatory ⭐ 83
📦 Python library for Stochastic Processes Simulation and Visualisation
total releases 5latest release November 19, 2023most recent commit 3 months ago
Particles ⭐ 351
Sequential Monte Carlo in python
dependent packages 1total releases 4latest release November 06, 2023most recent commit 3 months agopypi particles} Downloads
Monaco ⭐ 65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
total releases 22latest release November 05, 2023most recent commit 4 months ago
Biosteam ⭐ 150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
dependent packages 5total releases 434latest release November 04, 2023most recent commit 3 months agopypi biosteam} Downloads
Bioindustrial Park ⭐ 33
BioSTEAM's Premier Repository for Biorefinery Models and Results
dependent packages 3total releases 136latest release November 04, 2023most recent commit 3 months agopypi biorefineries} Downloads
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