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monte-carlo

Markov Chain Monte Carlo: Made Simple Once and For All
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Introduction to MCMC, dividing it into its simplest terms

Mastering Monte Carlo: How To Simulate Your Way to Better Machine Learning
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How a Scientist Playing Solitaire Forever Changed the Game of Statistics

How to replace estimations and guesses with a Monte Carlo simulation

There are many ways of estimating how long a software project will take. All of them are a waste of time.

The art of solving problems with Monte Carlo simulations | Gabriel Carvalho
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Using the power of randomness to answer scientific questions.

Introduction to PyMC3: A Python package for probabilistic programming
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An introduction to PyMC3 through a concrete example

Probability Learning: Monte Carlo Methods
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Learn Monte Carlo Methods with three simple examples

MCMC Methods: Metropolis-Hastings and Bayesian Inference
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This article will introduce you to Markov Chain Monte Carlo (MCMC) methods, namely Metropolis-Hastings and Bayesian inference, and demonstrate how you can harness them for your next project.

Monte Carlo theory, methods and examples (2013)
A Deep Dive into Monte Carlo Tree Search