最適化:Optimization

python

Overview of Tensor Power Method, Algorithm and Example Implementation

Overview of Tensor Power Method The Tensor Power Method is a type of iterative method for solving tensor singu...
アルゴリズム:Algorithms

Overview of PARAFAC2 (Parallel Factor 2) Decomposition, Algorithm and Implementation Example

PARAFAC2 (Parallel Factor 2) Decomposition Overview PARAFAC2 (Parallel Factor 2) decomposition is a method of ...
アルゴリズム:Algorithms

Overview of Mode-based Tensor Decomposition, Algorithm and Implementation Examples

Overview of Mode-based Tensor Decomposition Mode-based tensor decomposition is a method of decomposing a multi...
アルゴリズム:Algorithms

Overview of Tucker decomposition and examples of algorithms and implementations

Overview of Tucker Decomposition Tucker decomposition is a decomposition method for multidimensional data and ...
python

Overview of Non-Negative Tensor Factorization (NTF), its algorithm and examples of implementation

Non-Negative Tensor Factorization (NTF) Overview Non-Negative Tensor Factorization (NTF) is a method for obtai...
アルゴリズム:Algorithms

Overview of CP (CANDECOMP/PARAFAC) Decomposition, Algorithm and Example Implementation

CP (CANDECOMP/PARAFAC) Decomposition Overview CP decomposition (CANDECOMP/PARAFAC) is a type of tensor decompo...
python

Overview of the policy gradient method and examples of algorithms and implementations

  Policy Gradient Methods Policy Gradient Methods are a type of reinforcement learning that focuses specifica...
python

Overview of Dirichlet distribution and related algorithms and implementation examples

Overview of Dirichlet distribution The Dirichlet distribution (Dirichlet distribution) is a type of multiv...
python

Derivation of the Cramér-Rao Lower Bound (CRLB)

Derivation of the Cramér-Rao Lower Bound (CRLB) The Clamell-Lauber lower bound provides a lower bound for measu...
python

Overview of Gelman-Rubin Statistics and Related Algorithms and Examples of Implementations

Overview of Gelman-Rubin Statistics The Gelman-Rubin statistic (or Gelman-Rubin diagnostic, Gelman-Rubin statis...
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