Probability

Probability.

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.
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.
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.