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...
Financial Engineering, Black-Scholes Model and Artificial Intelligence Technology
Financial Engineering
Financial engineering (FE) is the discipline that applies mathematical and statistical met...
Solving the Mysteries of Life through Mathematics
Mathematics and Life
Mathematics is the study of concepts and relationships among quantity, structure, space, ...
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...
Challenges and implementation of achieving 100% reproducibility for risk task response
What is a 100% Recall in machine learning?
In machine learning tasks, recall is the main metric used fo...
Automatic generation of knowledge graphs and various implementation examples
Knowledge Graph
A knowledge graph is a graph structure that represents information as a set of related node...
Overview and how to create a speech recognition system
Overview of Speech Recognition Systems
A speech recognition system (Speech Recognition System) is a technolo...
Implementation examples of EM algorithms and various applications
EM Algorithm
The EM algorithm (Expectation-Maximization Algorithm) is an iterative optimization algorithm desc...
Robust Principal Component Analysis Overview and Implementation Examples
Robust Principal Component Analysis(RPCA)
Robust Principal Component Analysis (RPCA) is a method for finding a...