アルゴリズム:Algorithms Overview of statistical learning theory (explanation without mathematical formulas)
On the theory of statistical properties of machine learning algorithms
The theory of the statistical properties...
人工知能:Artificial Intelligence
アルゴリズム:Algorithms アルゴリズム:Algorithms Overview of game theory and examples of integration and implementation with AI technology
Overview of Game Theory
Game theory is a theory for determining optimal strategies when there are multip...
アルゴリズム:Algorithms Overview and Implementation of Particle Swarm Optimization
Overview and implementation of particle swarm optimization used for digital transformation, artificial intelligence, and machine learning tasks Clojure, CAPSOS, R language, pso, pyhton, pyswarm, neural network training, parameter optimization, combinatorial optimization, robot control, pattern recognition
Clojure Overview of generalized linear models and their implementation in various languages
Generalized Linear Model Overview
The Generalized Linear Model (GLM) is a statistical modeling and machin...
python Overview of Multitask Learning and Examples of Applications and Implementations
Overview of Multitasking Learning
Multi-Task Learning (Multi-Task Learning) is a machine learning techn...
python Overview of sparse modeling and its application and implementation
Sparse Modeling Overview
Sparse modeling is a technique that uses sparsity (sparse properties) in the ...
python Overview of the Bandit Problem and Examples of Application and Implementation
Overview of the Bandit Problem
The Bandit problem is a type of reinforcement learning in which a decision-ma...
python About ATTENTION in Deep Learning
About "Attention Is All You Need"
"Attention Is All You Need" will be the paper that proposed a neural netwo...
アルゴリズム:Algorithms Overview of reinforcement learning techniques and various implementations
Overview of Reinforcement Learning Technology
Reinforcement learning is a branch of machine learning in whi...
人工知能:Artificial Intelligence Awareness and Artificial Intelligence Technology
What does it mean to be aware?
To be aware means to observe or perceive something carefully, and for...