Probability.
Texas Hold’em Game
A Texas Hold'em game developed by the author. You can specify the strength and character of the opponent player, or make them random.
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.
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.
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.
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.
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.
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.
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 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.
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.