Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for python monte carlo
monte-carlo
x
python
x
130 search results found
Finquant
⭐
1,061
A program for financial portfolio management, analysis and optimisation.
Hanabi Learning Environment
⭐
597
hanabi_learning_environment is a research platform for Hanabi experiments.
Awesome Monte Carlo Tree Search Papers
⭐
537
A curated list of Monte Carlo tree search papers with implementations.
Monte Carlo Tree Search
⭐
439
Monte carlo tree search in python
Particles
⭐
351
Sequential Monte Carlo in python
Dynesty
⭐
323
Dynamic Nested Sampling package for computing Bayesian posteriors and evidences
Alpha Zero Gomoku
⭐
303
A Multi-threaded Implementation of AlphaZero
Ebisu
⭐
289
Public-domain Python library for flashcard quiz scheduling using Bayesian statistics. (JavaScript, Java, Dart, and other ports available!)
Diffusion Classifier
⭐
255
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
Uqpy
⭐
216
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
Tensormol
⭐
190
Tensorflow + Molecules = TensorMol
Pymultinest
⭐
185
Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.
Overlap_localization
⭐
155
chen2020iros: Learning an Overlap-based Observation Model for 3D LiDAR Localization.
Biosteam
⭐
150
The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty
Alphax Nasbench101
⭐
138
Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search
Mcts
⭐
132
Python Implementations of Monte Carlo Tree Search
Mcts
⭐
132
Board game AI implementations using Monte Carlo Tree Search
Drug Computing
⭐
131
Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.
Mcts
⭐
122
An implementation of Monte Carlo Tree Search in python
Ultranest
⭐
119
Fit and compare complex models reliably and rapidly. Advanced nested sampling.
Paramonte
⭐
112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Mabalgs
⭐
100
👤 Multi-Armed Bandit Algorithms Library (MAB) 👮
Monte Carlo Tree Search
⭐
95
Library for running a Monte Carlo tree search, either traditionally or with expert policies
Pandas Montecarlo
⭐
85
A lightweight Python library for running simple Monte Carlo Simulations on Pandas Series data
Aleatory
⭐
83
📦 Python library for Stochastic Processes Simulation and Visualisation
Modelx
⭐
82
Use Python like a spreadsheet!
Chemts
⭐
82
Molecule Design using Monte Carlo Tree Search with Neural Rollout
Alpha_sigma
⭐
72
A pytorch based Gomoku game model. Alpha Zero algorithm based reinforcement Learning and Monte Carlo Tree Search model.
Slitherin
⭐
70
AI research environment for the game of Snake 🐍 .
Python Qinfer
⭐
69
Library for Bayesian inference via sequential Monte Carlo for quantum parameter estimation.
Puzzle_cube
⭐
66
Solving the Rubik's cube with deep reinforcement learning and Monte Carlo tree search
Monaco
⭐
65
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
Sbmc
⭐
57
Sample-based Monte Carlo Denoising using a Kernel-Splatting Network [Siggraph 2019]
Smol
⭐
51
Statistical Mechanics on Lattices
Qmcsoftware
⭐
51
Serpent Tools
⭐
48
A suite of parsers designed to make interacting with SERPENT output files simple and flawless
Mcts Agent Python
⭐
48
Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games and planning problems. In this project I used a board game called "HEX" as a platform to test different simulation strategies in MCTS field.
Mcts
⭐
42
An Python N-in-Row game based on Monte Carlo Tree Search and UCT RAVE
Gdpy
⭐
41
Generating Deep Potential with Python
Mcs_kfold
⭐
39
mcs_kfold stands for "monte carlo stratified k fold". This library attempts to achieve equal distribution of discrete/categorical variables in all folds. The greatest advantage of this method is that it can be applied to multi-dimensional targets.
Mc Tools
⭐
39
Some Monte Carlo tools
Hamiltonian Monte Carlo
⭐
37
Implementation of Hamiltonian Monte Carlo using Google's TensorFlow
Bdmc
⭐
37
PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo
Variational Smc
⭐
35
Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)
Grand
⭐
34
A Python module for carrying out GCMC insertions and deletions of water molecules in OpenMM.
Connect4
⭐
32
Monte Carlo Tree Search Based AI Connect 4 Bot
Lca_algebraic
⭐
31
Layer over brightway2 for algebraic definition of parametric models and super fast computation of LCA
Projectreward
⭐
30
A software to shortlist and find the best options spread available for a given stock and help it visualise using payoff graphs.
Reinforcement Learning For Decision Making In Self Driving Cars
⭐
30
Reinforcement-Learning-for-Decision-Making-in-self
Hmc_gpu
⭐
29
Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"
Pymle
⭐
29
Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)
Ising Model
⭐
29
Python implementation of the Ising model
Pyerrors
⭐
29
Error propagation and statistical analysis for Markov chain Monte Carlo simulations in lattice QCD and statistical mechanics using autograd
Rough_bergomi
⭐
28
A Python implementation of the rough Bergomi model.
Thejoker
⭐
26
A custom Monte Carlo sampler for the (gravitational) two-body problem
Sampling Methods Numpy
⭐
26
This repository contains implementations of some basic sampling methods in numpy.
Monte Carlo Tree Search
⭐
25
Simple Game with Monte Carlo Tree Search
Mdts
⭐
24
Materials Design by Monte Carlo Tree Search
Ml_from_scratch
⭐
23
ML algorithms from scratch
Mjhmc
⭐
23
Python implementation of Markov Jump Hamiltonian Monte Carlo
Vegasflow
⭐
23
VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms
Business Valuation With Discounted Cash Flow In Python
⭐
21
Stocks and Assets Valuation via Discounted Cash Flow with Python
Stanton
⭐
19
Greenbox: Excel-based Monte Carlo three-point sensitivity analysis
Rlengine
⭐
19
A simple reinforcement learning simulation engine for OpenAI's gym.
Mcpele
⭐
18
Monte Carlo and parallel tempering routines built on the pele foundation
Hdp
⭐
18
A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method
Pyxopto
⭐
18
PyXOpto is a collection of python tools for performing Monte Carlo simulations of light propagation in turbid media.
Neworder
⭐
18
A dynamic microsimulation framework for python
Ml Adp
⭐
17
Approximate dynamic programming for stochastic optimal control in Pytorch
Pyhepmc
⭐
17
Easy-to-use Python bindings for HepMC3
Pylj
⭐
16
Teaching Utility for Classical Atomistic Simulation.
Financial Engineering
⭐
15
Applications of Monte Carlo methods to financial engineering projects, in Python.
Mosaic_ml
⭐
15
AutoML with MCTS
Xars
⭐
15
X-ray absorption re-emission scattering - Monte Carlo simulator for X-ray obscurers
Pmh Tutorial
⭐
15
Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"
Monte Carlo Tree Search
⭐
14
Lattice_mc
⭐
14
Lattice gas Monte Carlo simulation code
Oct Mps
⭐
14
Massively Parallel Simulator of Optical Coherence Tomography (OCT-MPS)
Mapleaf
⭐
13
6-DOF Rocket Flight Simulation Framework
Dasp
⭐
13
DASP the Durham Adaptive optics Simulation Platform: Modelling and simulation of adaptive optics systems
Pacman Ai
⭐
13
A Monte Carlo Tree Search Agent used to control agents in a Pacman competition.
Mittmcts
⭐
12
Python Information Set Monte Carlo Tree Search library for learning and analysis of games
Mc Dropout Mnist
⭐
12
Implementation of MNIST experiment for Monte Carlo Dropout from http://mlg.eng.cam.ac.uk/yarin/PDFs/NIPS_2015_baye
Mccpy
⭐
11
Монте Карло изчисления с Python
Pmoss
⭐
11
pMoSS (p-value Model using the Sample Size) is a Python code to model the p-value as an n-dependent function using Monte Carlo cross-validation. Exploits the dependence on the sample size to characterize the differences among groups of large datasets
Monte Carlo
⭐
11
Monte Carlo Simulation of Light-Tissue Interaction
Informaticup2021
⭐
11
Submission to the InformatiCup2021 challenge.
Papillon Ndl
⭐
11
Papillon Nuclear Data Library
Montepy
⭐
10
A python library to read, edit, and write MCNP input files.
Gomoku Deep Learning
⭐
10
gomoku AI with deep learning and monte carlo tree search
Robotics Eie3
⭐
10
Robotics assignments done as a coursework for CO333
Atomisticreversemontecarlo
⭐
10
OVITO Python modifier to generate bulk crystal structures with target Warren-Cowley parameters.
Mixed_hmc
⭐
9
Mcts Tic Tac Toe
⭐
9
Monte Carlo Tree Search for tic tac toe
Deep Bayesian Quadrature Policy Optimization
⭐
9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Montycarlo
⭐
9
The Django of particle simulators.
Girth_mcmc
⭐
9
Bayesian IRT submodule for GIRTH
Bayesianfridge
⭐
8
Sequential Monte Carlo sampler for PyMC2 models.
Autoemcee
⭐
8
Run MCMC automatically to convergence
Opendxmcunmaintained Python
⭐
8
Monte Carlo dose simulator for diagnostic x-ray (ALPHA)
Related Searches
Python Machine Learning (20,195)
Python Script (17,004)
Python Tensorflow (13,736)
Python Deep Learning (13,092)
Python Jupyter Notebook (12,976)
Python Network (11,495)
Python Video Game (10,242)
Python Algorithms (10,033)
Python Artificial Intelligence (8,580)
Python Pytorch (7,877)
1-100 of 130 search results
Next >
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.