Probability Texas Hold’em Game (Prototype)
I developed a Texas Hold'em game. The opponents are selected randomly, but in the future I plan to develop a version that uses an algorithm to make rational decisions.
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Probability Texas Hold’em Winning Probability Calculator
A calculator that uses Monte Carlo simulation to estimate the probability of winning in Texas Hold'em when the hand and some common cards are known.
Probability Texas Hold’em Game Design
This article will look at the issues that must be taken into consideration when developing a Texas Hold'em game.
Probability Monte Carlo Simulation
This article provides an overview of Monte Carlo simulation. As an application example, it considers how to estimate the probability of winning in Texas Hold'em using Monte Carlo simulation.
Probability Texas Hold’em
This article is a simple explanation of the rules of the game Texas Hold'em. It may be used as a subject for explaining probability calculations and Monte Carlo simulations in the future.
Probability Regression Analysis Like Machine Learning
This article shows what happens when stochastic gradient descent, a method often used in machine learning, is applied to parameter estimation in regression analysis.
Probability Normal Distribution of Complex Numbers
We consider the probability density function of the normal distribution when the random variable is a complex number. We also briefly touch upon Brownian motion of complex numbers.
Probability Probability Distribution on the Sphere
This article consider a probability distribution that is uniformly distributed on a sphere. In the case of a two-dimensional sphere, the probability distribution of each coordinate has a uniform distribution, and has some interesting properties.
Probability How Machine Learning Works
Although it may seem a little late to be saying this, I feel like I've finally come to understand what makes machine learning different from other data analysis methods such as regression analysis and how it works, so I'll give a brief explanation here.
Probability The Kelly Criterion in Gambling: Implementation
Some readers may want to try using the Kelly Criterion, so I have included the source code in VBA and python. This will probably be the last in "The Kelly Criterion in Gambling" series.