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数学:Mathematics

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Information integration theory and its applications.

  Information Integration Theory (IIT) Information Integration Theory (IIT) is a theory proposed by psycholog...
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Hierarchical Dirichlet Process (HDP) Overview, Algorithm and Implementation Examples

Hierarchical Dirichlet Process (HDP) Overview The Hierarchical Dirichlet Process (HDP) is a Bayesian nonpa...
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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...
確率・統計:Probability and Statistics

Modeling Gaussian and non-Gaussian worlds

Gaussian world The probabilistic approach to machine learning, described in “Probabilistic Approaches to M...
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...
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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...
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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 ...
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Cost and Hungarian methods of graphical comparison

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

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