A python based, MPI enabled, Monte-Carlo calculation of 2D system using Metropolis algorithm.
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Dec 26, 2021 - Python
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metropolis-monte-carlo
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These are Stochastic Optimization Codes by using various Techniques to optimize the function/Feature Selection
optimization monte-carlo genetic-algorithm metropolis-monte-carlo ant-colony-optimization random-search genetic-optimization-algorithm simulated-annealing-algorithm
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Jun 2, 2020 - Python
Monte is a set of Monte Carlo methods in Python. The package is written to be flexible, clear to understand and encompass variety of Monte Carlo methods.
engineering finance bioinformatics integration chemistry physics monte-carlo mathematics artificial-intelligence metropolis-monte-carlo bayesian-inference quantitative-finance mcmc rejection-sampling hamiltonian-monte-carlo markov-chain-monte-carlo gibbs-sampling metropolis-hastings importance-sampling statistical-computing
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Sep 23, 2024 - Python
Python implementation (from scratch) of some MCMC samplers that can leverage pyTorch's autodifferentiation (with examples).
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Oct 18, 2020 - Python
Metropolis Monte Carlo sampling for the Laughlin wave function with quasiholes
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Jun 21, 2021 - Python
A demo to simulate 2D spin lattices with different shapes, boundary conditions, models and algorithms
metropolis-monte-carlo potts-model ising-model-2d xy-model kosterlitz-thouless-transition phase-transitions lattice-models spin-models wolff-algorithm ferromagnetism triangular-gr
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Aug 30, 2023 - Python
montecarlo methods
monte-carlo metropolis-monte-carlo hypercube hypersphere montecarlo-simulation dimensionality montecarlo-methods
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Dec 12, 2022 - Python
Monte Carlo Simulation using 2D Ising model w/ metropolis algorithm
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Dec 17, 2024 - Python
metropolis markov chain monte carlo algorithm
algorithm monte-carlo markov-chain metropolis-monte-carlo mcmc metropolis-hastings metropolis-hastings-algorithm
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Apr 15, 2021 - Python
Python code to carry out Monte carlo simulation of 108 Ar atoms in an NVE ensemble.
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Jun 8, 2020 - Python
Simulation code for a 2D Ising ferromagnet with periodic boundary conditions using the Wolff algorithm
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Aug 26, 2019 - Python
Solve traveling salesman problem using simulated annealing
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Jun 11, 2023 - Python
Solving Sudoku grids using Optimization Algorithms
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May 2, 2020 - Python
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