数学:Mathematics

python

Python and Machine Learning (1) Mathematics and Basic Algorithms

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

Overview of Dynamic Bayesian Networks (DBN) and Examples of Algorithms and Implementations

Dynamic Bayesian Network(DBN) Dynamic Bayesian Network (DBN) is a type of Bayesian Network (BN), which is...
アルゴリズム:Algorithms

Broyden-Fletcher-Goldfarb-Shanno (BFGS) method

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

Cost and Hungarian methods of graphical comparison

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

Conjugate Gradient Method

Overview of Conjugate Gradient Method The conjugate gradient method is a numerical algorithm used for solving l...
python

Multidimensional Scaling (MDS)

MultiDimensional Scaling method(MDS) Multidimensional scaling (MDS) is a statistical method for visualizing mul...
python

Semiconductor technology and GNN

  Semiconductor technology and GNN As described in ‘Application of AI to semiconductor design processes an...
python

Overview of linear programming and examples of algorithms and implementations

Linear programming overview Linear Programming (LP) is a mathematical method for solving the problem of optimi...
python

Overview of Trust-Region Methods, algorithms and implementation examples

Overview of Trust-Region Methods Trust-Region Methods (Trust-Region Methods) are algorithms for solving non-lin...
python

Othello game solution algorithms and GNN

About the Othello game The game of Othello (Othello) is a board game played between two players using black...
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