数学:Mathematics

Overview of the Sequential Quadratic Programming (SQP) method and examples of algorithms and implementations

Overview of the Sequential Quadratic Programming (SQP) method Sequential Quadratic Programming (SQP) is a numer...

2025.04.14

pythonアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning

Information Integration Theory (IIT) Information Integration Theory (IIT) is a theory proposed by psycholog...

2025.04.06

pythonアルゴリズム:Algorithmsグラフ理論テクノロジー:Technology機械学習:Machine Learning深層学習:Deep Learning生物

Hierarchical Dirichlet Process (HDP) Overview The Hierarchical Dirichlet Process (HDP) is a Bayesian nonpa...

2025.04.03

pythonアルゴリズム:Algorithmsガウス過程トピックモデル機械学習:Machine Learning確率・統計:Probability and Statistics

Linear quadratic programming (LQ problem) Linear quadratic programming (LQ problem, Linear Quadratic Problem) i...

2025.03.31

pythonアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning線形代数:Linear Algebra

Gaussian world The probabilistic approach to machine learning, described in “Probabilistic Approaches to M...

2025.03.29

確率・統計:Probability and Statistics

Overview of DFP method (Davidon-Fletcher-Powell method) The DFP method (Davidon-Fletcher-Powell method) is one...

2025.03.24

アルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning線形代数:Linear Algebra

Python and Machine Learning Overview Python will be a general-purpose programming language with many e...

2025.03.20

pythonアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus数理論理学最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics組み合わせ理論線形代数:Linear Algebra

Dynamic Bayesian Network(DBN) Dynamic Bayesian Network (DBN) is a type of Bayesian Network (BN), which is...

2025.03.18

pythonアルゴリズム:Algorithmsグラフ理論ベイズ推定時系列データ解析機械学習:Machine Learning

0verview of Broyden–Fletcher–Goldfarb–Shanno（BFGS）method The Broyden-Fletcher-Goldfarb-Shanno (BFGS) method is ...

2025.03.17

アルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning

Cost and Hungarian methods of graphical comparison Graph comparison analyses similarities and differences ...

2025.03.13

pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning