数学:Mathematics

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 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...
アルゴリズム:Algorithms

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...
数学:Mathematics

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 ...
アルゴリズム:Algorithms

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...
数学:Mathematics

Uncertainty and Machine Learning Techniques

What is uncertainty? Uncertainty refers to a state of uncertainty or information in which future events or...
ビジネス:Business

Financial Engineering, Black-Scholes Model and Artificial Intelligence Technology

Financial Engineering Financial engineering (FE) is the discipline that applies mathematical and statistical met...
数学:Mathematics

Solving the Mysteries of Life through Mathematics

Mathematics and Life Mathematics is the study of concepts and relationships among quantity, structure, space, ...
アルゴリズム:Algorithms

Various feature engineering methods and their implementation in python

Feature Engineering Overview Feature engineering refers to the extraction of useful information from a data set...
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