最適化:Optimization

python

Overview of model distillation with Soft Target and examples of algorithms and implementations

Overview of model distillation with Soft Target Model distillation by soft target (Soft Target) can be a met...
python

Overview of model distillation by Attention Transfer and examples of algorithms and implementations

Overview of model distillation by Attention Transfer Attention Transfer is one of the methods for model dist...
アルゴリズム:Algorithms

Overview of SMOTE (Synthetic Minority Over-sampling Technique), its algorithm and examples of implementation

Overview of SMOTE(Synthetic Minority Over-sampling Technique) SMOTE (Synthetic Minority Over-sampling Techni...
python

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...
python

Overview of linear-quadratic programming (LQ problems), algorithms and implementation examples

Linear quadratic programming (LQ problem) Linear quadratic programming (LQ problem, Linear Quadratic Problem) i...
アルゴリズム:Algorithms

Overview of the DFP method (Davidon-Fletcher-Powell method), its algorithm and examples of its implementation

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

Conjugate Gradient Method

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