Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: monte-carlo-methods

baggepinnen/LowLevelParticleFilters.jl

State estimation, smoothing and parameter estimation using Kalman and particle filters.

Language: Julia - Size: 191 MB - Last synced: about 22 hours ago - Pushed: 3 months ago - Stars: 112 - Forks: 15

mamaelyaaa/university-labs

Various algorithms, without explanation of their work

Language: Python - Size: 54.7 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

jdcbranco/simulationmethods

Imperial College London Simulation Methods

Language: C++ - Size: 4.69 MB - Last synced: 3 days ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

DataSpieler12345/python-for-ds-ml

My Python learning experience 📚🖥📳📴💻🖱✏

Language: Jupyter Notebook - Size: 200 MB - Last synced: 2 days ago - Pushed: 4 days ago - Stars: 5 - Forks: 0

Techtonique/esgtoolkit

Tools for Stochastic Simulation using diffusion models (R).

Language: R - Size: 2.03 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 9 - Forks: 3

rabauke/trng4

state of the art C++ pseudo-random number generator library for sequential and parallel Monte Carlo simulations

Language: C++ - Size: 16.5 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 114 - Forks: 21

quantsbin/Quantsbin

Quantitative Finance tools

Language: Python - Size: 156 KB - Last synced: 18 days ago - Pushed: 11 months ago - Stars: 463 - Forks: 69

juandapradam12/Bayesian-Parameter-Estimation-For-Radial-Velocity-Model

Using Monte Carlo Methods to estimate mass potential parameters on a model describing a galaxy radial velocity in terms of the radius with the bayesian parameter estimation.

Language: C - Size: 207 KB - Last synced: 19 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

cantaro86/Financial-Models-Numerical-Methods

Collection of notebooks about quantitative finance, with interactive python code.

Language: Jupyter Notebook - Size: 23.1 MB - Last synced: 21 days ago - Pushed: 3 months ago - Stars: 5,267 - Forks: 958

cevenkadir/NeuralQuantumStates.jl

Neural quantum states in Julia

Language: Julia - Size: 129 KB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 1 - Forks: 0

netket/netket

Machine learning algorithms for many-body quantum systems

Language: Python - Size: 62.6 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 498 - Forks: 170

mauricelanghinrichs/ABCdeZ.jl

Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.

Language: Julia - Size: 695 KB - Last synced: 14 days ago - Pushed: 12 months ago - Stars: 9 - Forks: 1

safffrron/Analysis-of-Deep-Reinforcement-Learning

Theories and code related to Deep learning topics involved in Reinforcement learning

Language: Jupyter Notebook - Size: 20.1 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

aadimator/drl-nd

My solution notebooks for the Deep Reinforcement Learning Nanodegree by Udacity

Language: Jupyter Notebook - Size: 33.2 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 1 - Forks: 2

xiao-data/Othello

An Othello game implementation in python with Monte Carlo Method using TKinter

Language: Python - Size: 99.6 KB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 1

Sagebati/OxyMcts

Mcts library written in rust, for rust.

Language: Rust - Size: 72.3 KB - Last synced: 26 days ago - Pushed: 8 months ago - Stars: 9 - Forks: 3

abdulfatir/sampling-methods-numpy

This repository contains implementations of some basic sampling methods in numpy.

Language: Jupyter Notebook - Size: 517 KB - Last synced: 2 days ago - Pushed: about 4 years ago - Stars: 61 - Forks: 15

callmespring/RL-short-course

Reinforcement Learning Short Course

Language: Jupyter Notebook - Size: 83 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 35 - Forks: 12

ORNL-CEES/Profugus

A set of radiation transport mini-applications used for performance optimization on HPC systems.

Language: C++ - Size: 6.06 MB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 27 - Forks: 4

ippocratiss/EMRI_MC

EMRI_MC is a GPU-based Python code for Bayesian inference of EMRI gravitational waveforms, including cosmological propagation effects.

Language: Python - Size: 1.47 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 1

tigeryant/pi-estimator

Estimates the value of Pi using the Monte Carlo method

Language: Python - Size: 7.81 KB - Last synced: 21 days ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

almondheil/agent-based-herding

almond heil's project for the 2021 Institute for Computing in Research. Licensed under the GNU General Public License 3.0.

Language: Python - Size: 836 KB - Last synced: 2 days ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

BY571/Medium_Code_Examples

Implementation of fundamental concepts and algorithms for reinforcement learning

Language: Jupyter Notebook - Size: 994 KB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 12 - Forks: 2

dc-fukuoka/mc-integral

Monte Carlo integral

Language: Fortran - Size: 2.93 KB - Last synced: 2 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 0

makaveli10/reinforcementLearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

Language: Jupyter Notebook - Size: 6.84 MB - Last synced: 25 days ago - Pushed: about 4 years ago - Stars: 25 - Forks: 4

OrHostezky/monte-carlo-methods-in-2D-spin-lattice

A highly modular simulation framework of Monte-Carlo methods, based on the Ising Model in a 2D spin lattice. Producing results for the macroscopic properties of the system via simulation and bootstrapping. A few commonly used algorithms are built-in. Model generalizations and additional algorithms can be implemented.

Language: MATLAB - Size: 1.68 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

binarykisu/university_projects

Language: Python - Size: 400 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

murillo-teixeira/monte-carlo-localization

ROS package that implements Monte Carlo Localization

Language: Python - Size: 172 MB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

spiemonte/LeonardYM

Monte-Carlo simulations of four-dimensional Yang-Mills theories coupled to scalar and fermion fields

Language: C++ - Size: 1.02 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 3

JPabl04/Numerical-integration-Monte-carlo

Computing definite integrals using a Monte Carlo method.

Language: C++ - Size: 2.93 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

ccjeremylo/FinEng-in-IRFX

Financial Engineering in IRFX in C++

Language: Jupyter Notebook - Size: 3.42 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

ribsthakkar/HierarchicalKarting

Implementation of Hierarchical Control for Head-to-Head Autonomous Racing paper

Language: C# - Size: 187 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 14 - Forks: 1

lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Language: C++ - Size: 13.2 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 107 - Forks: 14

eebeohar/ANT

An archive of programming assignments and my solutions for the Advanced Numerical Techniques lab in during the last semester of MSc. (2021) Physics at Delhi University.

Language: C - Size: 20.5 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

FotiouK/Monte-Carlo-Modelling-Photon-Paths-in-Water

Fundamental principles of Monte Carlo modelling and photon-matter interactions.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

scottkosty/montetools

An R package for running and presenting Monte Carlo simulations

Language: R - Size: 858 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 2 - Forks: 0

dmitrijbes/monte-carlo-ship

Example of Monte Carlo method usage to get probability of ship traversing minefield.

Language: C++ - Size: 5.86 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

HCui91/Numerical-integrator

Calculate integral with Newton-Coates/Monte Carlo methods.

Language: Python - Size: 7.81 KB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

NikolaZubic/AppliedGameTheoryHomeworkSolutions

Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences

Language: Jupyter Notebook - Size: 936 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 5 - Forks: 2

Nikolay1998/cuda-pi-calculation

Calculating the number of pi by the Monte Carlo method using CUDA technology. 2020.

Language: Cuda - Size: 6.84 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

ashutoshtiwari13/Demystifying-Deep-Reinforcement-Learning

⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

Language: Jupyter Notebook - Size: 73.3 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

rsugimoto/WoBToolbox

Author's implementation of SIGGRAPH 2023 paper, "A Practical Walk-on-Boundary Method for Boundary Value Problems"

Language: Cuda - Size: 1.02 MB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 41 - Forks: 2

mandugo/Monte-Carlo-methods

Final assessment for "Monte Carlo methods and sampling for computing course" within the PhD program in Information Engineering of the Department of Information Engineering @ University of Pisa, A.A. 2022/2023

Size: 68.8 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

Tristan-Amadei/Multilevel_MonteCarlo

The aim of this project is to compare different pricing methods for an Asian option. Comparisons will be made in terms of MSE, CPU time and (empirical) variance of estimators.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

michibo/feyntrop

feyntrop integrates Feynman graphs using tropical sampling

Language: C++ - Size: 1.35 MB - Last synced: 5 months ago - Pushed: 6 months ago - Stars: 10 - Forks: 1

EricaHD/GettingGoodAtGoogol

Four reinforcement learning agents learn a game of optimal stopping

Language: Jupyter Notebook - Size: 49.3 MB - Last synced: 3 months ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 1

hasifnumerics/Summer-Research-Report-LBNL

Optimization of Stochastic Differential Equation Solver for Particle Data Set Generation using Fast Point Cloud Diffusion (FPCD) model.

Language: Python - Size: 121 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

GPrathap/autonomous_mobile_robots

Language: Python - Size: 80.9 MB - Last synced: 5 months ago - Pushed: about 1 year ago - Stars: 21 - Forks: 9

rsadykhov/stochastic-models

Python code of commonly used stochastic models for Monte-Carlo simulations

Language: Python - Size: 16.6 KB - Last synced: 5 months ago - Pushed: almost 2 years ago - Stars: 19 - Forks: 9

philtabor/Youtube-Code-Repository

Repository for most of the code from my YouTube channel

Language: Python - Size: 42.1 MB - Last synced: 7 months ago - Pushed: 10 months ago - Stars: 761 - Forks: 465

louisfisch/monte-carlo-method

Monte-Carlo's method written in Scilab

Language: Scilab - Size: 51.8 KB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0

rajnish-aggarwal/high-performance-benchmarks

This repository consists of high performance kernels for Radix Sort, Monte Carlo Simulation and Convolution

Language: C - Size: 5.57 MB - Last synced: 7 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

saraghl/DataAnalysis

You may access the problem sets for the Data Analysis course I successfully completed at SBU in this repository. They come with a variety of issues. This course's primary topics included data mining, data analysis, and information extraction from data, as well as Monte Carlo techniques, particularly the Metropolis-Hastings and MCMC algorithms.

Language: Jupyter Notebook - Size: 5.94 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

saraghl/Ising-model-simulation

Ising simulation in 2D and critical exponents using Monte Carlo methods

Language: Jupyter Notebook - Size: 552 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

Fetiska/monte-carlo_prediction

simple reinforcement learning algorithm

Language: C++ - Size: 25.5 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

mcoric96/Blackjack-Reinforcement-learning

Learning how to play Blackjack using tabular reinforcement learning algorithms - Monte Carlo first visit - Q learning

Language: Jupyter Notebook - Size: 735 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1

BaseMax/pi

Small program in C language to calculate pi value.

Language: C - Size: 3.46 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

HenrikHag/Exploring-modern-simulation-algorithms-for-complex-Langevin

Implementations of quantum simulation algorithms MCMC and Langevin

Language: Julia - Size: 58.1 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

Madhu009/Deep-math-machine-learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Language: Jupyter Notebook - Size: 44.5 MB - Last synced: 7 months ago - Pushed: about 5 years ago - Stars: 195 - Forks: 174

zfountas/deep-active-inference-mc

Deep active inference agents using Monte-Carlo methods

Language: Python - Size: 12.4 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 59 - Forks: 11

amajji/Monte-Carlo

Monte Carlo overview and their applications

Language: Jupyter Notebook - Size: 701 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 1

vikrams169/Using-RL-in-FrozenLake-v0

This repository displays the use of Reinforcement Learning, particularly Q-Learning and Monte Carlo methods to play the FrozenLake-v0 Environment of OpenAI Gym.

Language: Python - Size: 86.9 KB - Last synced: 9 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

YujiSODE/1dCA

Tool to estimate the rule for one-dimensional cellular automata.

Language: Tcl - Size: 41 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

duncandimauro/UCLA-MATLAB-Programming

This repository includes my homework/project solutions for MAE M20 (MATLAB programming) taken during Fall 2019

Language: MATLAB - Size: 13.4 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

sdunbarne/ApplicationsMetropolis

Section 11 of tentative book on Markov chains, with application of Monte Carlo Markov chain methods to the Ising model, image reconstruction with Gibbs sampling, and Bayesian hierarchical statistical models.

Size: 22.5 KB - Last synced: 9 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

LouisWW/Computational-Finance

Option pricing using the Binomial-tree, Monte Carlo method and Partial differential equation

Language: Python - Size: 11.5 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2

madhurima-nath/epi_model 📦

Language: Jupyter Notebook - Size: 647 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

rafaelab/MonteCarlo_astro_course

Examples for the course Monte Carlo Methods in Astrophysics

Language: Jupyter Notebook - Size: 998 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

andramarkov/Pyton-and-Nim

Python and Nim

Language: Python - Size: 396 KB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

jonpoveda/montecarlo-project-estimator 📦

A project estimator based on Monte Carlo experiments

Size: 11.7 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

rakshita95/bayesian_regression

Bayesian Linear regression using MCMC and Variational Inference

Language: Python - Size: 170 KB - Last synced: 11 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 2

zca21/SC-CW2

Statistical Computing coursework 2 repo - relating to Monte Carlo sampling methods

Language: R - Size: 82 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

zca21/Bayesian-CW-repo

Bayesian statistics and Likelihood MSc coursework repo - Creating function to perform MCMC gibbs sampling

Size: 2.93 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

khusheekapoor/ArtificialIntelligenceProjects

Mini Projects on Artificial Intelligence including Reinforcement Learning, Gaming Agents, Multi Armed Bandits, Markov Decision Process, Dynamic Programming, Monte Carlo Methods

Language: Jupyter Notebook - Size: 311 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

59alireza59/Quantitative-Finance

A Quantitative Finance Engineering Project

Language: R - Size: 66.4 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 1

hritikb/Reinforcement-Learning-Algorithms

Language: Jupyter Notebook - Size: 1.02 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

philtabor/Reinforcement-Learning-In-Motion

Code repository for my course on the fundamentals of reinforcement learning

Language: Python - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 89 - Forks: 53

Jsos17/Monte_Carlo

Various simple experiments with the Metropolis-Hastings algorithm and ordinary Monte Carlo methods. Personal project, autumn 2019.

Language: Jupyter Notebook - Size: 2.25 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

RezaSaadatyar/Reinforcement-Learning

The repository contains codes for RL (e.g., Q-Learning, Monte Carlo, …) in the form of Python files.

Language: Jupyter Notebook - Size: 6.98 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

JohannesBuchner/paper-nested-sampling-stepsampler-comparison

Code accompaning the paper "Comparison of Step Samplers for Nested Sampling"

Language: Python - Size: 15.6 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

vishwakftw/Pump-Failure-Prediction 📦

Coursework pertaining to CS5350 : Bayesian Data Analysis offered in Spring 2019

Language: Python - Size: 197 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

eduardosantoshf/randomized-algorithm-for-combinatorial-problem 📦

AA Second Project - The objective of this project was to design and test a randomized algorithm to solve the combinatorial problem from the first assignment, which was to find a minimum weighted closure for a given vertex-weighted directed graph G(V, E), with n vertices and m edges. This randomized algorithm was based on the Monte Carlo algorithms.

Language: TeX - Size: 3.11 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

pie972/Adversarial-Search

Research Paper about adversarial search

Language: Python - Size: 1.7 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1

NicoHerrig95/Monte-Carlo-simulation-study

solving two probability-based mathematical problems using empirical simulation methods

Language: TeX - Size: 7.41 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ITNeri/Dynamic_Delta_Hedging

Hedging options by using Monte Carlo simulations or real data

Language: Python - Size: 101 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 0

addy1997/RL-Algorithms

This repository has RL algorithms implemented using python

Language: Jupyter Notebook - Size: 1.3 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 2

alessandro-viani/ToyExample

Example of an inverse problem where the aim is to reconstruct the parameters of an unknown number of weighted Gaussian function

Language: Jupyter Notebook - Size: 3.04 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

simonneidhart/guidedDQMC

Diffusion Quantum Monte Carlo With Gaussian Guiding Wave Functions

Language: Fortran - Size: 46.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

francescotorregrossa/deep-reinforcement-learning-nanodegree

Exercises and projects from Udacity's Nanodegree

Language: Jupyter Notebook - Size: 106 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

the-other-mariana/lagrange-for-gini-croatia

Program that estimates the Gini coefficient of a country using Lagrange Interpolation for Lorenz curve approximation.

Language: Python - Size: 17.2 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0

generic-github-user/self-avoiding-walks

Simulating self-avoiding random walks on lattices and experimenting with grid graphs, Hamiltonian paths, etc.

Language: Jupyter Notebook - Size: 63.5 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

Physics-Simulations/MCRand

MCRand is a library of Monte Carlo methods. Multidimensional integration, non-uniform random number generation, etc.

Language: Python - Size: 536 KB - Last synced: 29 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

ShreeshaN/ReinforcementLearningTutorials

This repo contains implementations of algorithms such a Q-learning, SARSA, TD, Policy gradient

Language: Python - Size: 4.32 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 4 - Forks: 6

akjayant/Coding_Reinforcement_Learning

Implementation of basic RL steps and algorithms - Dynamic Programming approach, Monte-Carlo approach, DQN on Atari, Policy Gradient - Reinforce with baseline, Actor Critic (A2C)

Language: Jupyter Notebook - Size: 31.3 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

cevenkadir/ferminet_tum

A library which trains the Fermionic Neural Network to find the ground state wave functions of an atom or a molecule using neural network quantum states.

Language: Python - Size: 585 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

martinozanetti/LSN-Martino-Zanetti

Esercizi da consegnare per il corso di Simulazione Numerica - prof. Davide Emilio Galli

Language: Jupyter Notebook - Size: 210 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 3 - Forks: 0

shammill/Approximation-of-Pi

This was a first year University project I completed in 2013. It uses a Monte Carlo method to find an approximation to Pi. See Buffon's needle problem for related reading. Written in Python, and uses Turtle.

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

nayantelrandhe/Metropolis-Algorithm

Metropolis Algorithm for a 2D Ising Model

Language: Jupyter Notebook - Size: 7.13 MB - Last synced: 12 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

ZikangZhou/nim_rl

A reinforcement learning framework for the game of Nim.

Language: C++ - Size: 11.8 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 5 - Forks: 0

MohammadAsadolahi/Reinforcement-Learning-solving-a-simple-4by4-Gridworld-using-Monte-Carlo-in-python

solving a simple 4*4 Gridworld almost similar to openAI gym frozenlake using Monte-Carlo method Reinforcement Learning

Language: Jupyter Notebook - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

Related Keywords
monte-carlo-methods 135 monte-carlo 27 reinforcement-learning 25 monte-carlo-simulation 22 python 17 q-learning 11 machine-learning 10 sarsa 9 policy-iteration 8 bayesian-inference 8 reinforcement-learning-algorithms 7 monte-carlo-tree-search 7 monte-carlo-sampling 7 option-pricing 7 value-iteration 6 dynamic-programming 6 machine-learning-algorithms 6 temporal-differencing-learning 6 monte-carlo-simulations 5 dqn 5 simulation 5 cpp 5 blackjack 4 openai-gym 4 statistics 4 montecarlo-simulation 4 ising-model 4 metropolis-algorithm 4 metropolis-hastings 4 c 4 pi 4 monte-carlo-integration 4 markov-chain-monte-carlo 4 numerical-integration 4 partial-differential-equations 4 numerical-methods 3 bayesian-methods 3 kalman-filter 3 variational-inference 3 stochastic-differential-equations 3 stochastic-processes 3 c-plus-plus 3 epsilon-greedy 3 random-walk 3 finance 3 r 3 markov-decision-processes 3 qlearning 3 deep-learning 3 python3 3 genetic-algorithm 3 temporal-difference-algorithms 3 neural-networks 3 deep-reinforcement-learning 3 gibbs-sampling 3 quantum 2 dqn-pytorch 2 natural-language-processing 2 tensorflow 2 jupyter-notebook 2 double-dqn 2 rust 2 grid-world 2 tree 2 parallel-computing 2 numpy 2 greedy-policy 2 stock-market 2 model-based-rl 2 policy-gradient 2 model-free-rl 2 markov-chain 2 neural-network 2 multi-armed-bandit 2 mathematics 2 temporal-difference-learning 2 tic-tac-toe 2 td-methods 2 computer-graphics 2 double-expected-sarsa 2 double-sarsa 2 expected-sarsa 2 pytorch 2 metropolis-monte-carlo 2 quasi-monte-carlo 2 brownian-bridge 2 deep-q-learning 2 n-step-bootstrapping 2 n-step-sarsa 2 q-learning-vs-sarsa 2 td-learning 2 ordinary-differential-equations 2 qlearning-algorithm 2 numerical-differentiation 2 networks 2 robotics 2 convolutional-neural-networks 2 optimization 2 bayesian-statistics 2 data-science 2