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...
数学:Mathematics
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
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...
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...
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...
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...
Overview of graph neural networks and examples of application and implementation in python
Graph Neural Networks
A graph neural network (GNN) is a type of neural network for data with a graph struc...
Overview of Causal Forest and examples of application and implementation in R and Python
Causal Forest
Causal Forest is a machine learning model for estimating causal effects from observed d...
Science Fiction Novel “Three Bodies,” the Three Bodies Problem, and Machine Learning Technology
Introduction
I'm reading "three bodies" (santai)vol1, vol2, vol3.
Three Bodies is a full-length science ...
Overview of mixed integer optimization and its algorithm and implementation in python
Mixed-Integer Optimization
Mixed integer optimization is a type of mathematical optimization and refers...