線形代数:Linear Algebra

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 ...
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...
幾何学:Geometry

Cross-Entropy Loss

Overview of  Cross-Entropy Loss Cross-Entropy Loss (Cross-Entropy Loss) is one of the common loss functions use...
python

Hesse Matrices and Regularity

Overview of Hessian matrix A Hessian matrix is a matrix representation of the second-order partial derivatives ...
微分積分:Calculus

Overview of the gradient method and examples of algorithms and implementations

Gradient Descent The gradient method is one of the widely used methods in machine learning and optimization algo...
アルゴリズム:Algorithms

Overview of Bayesian Structural Time Series Models and Examples of Application and Implementation

Bayesian Structural Time Series Models Bayesian Structural Time Series Model (BSTS) is a type of statisti...
アルゴリズム:Algorithms

Why Reinforcement Learning? Application Examples, Technical Issues and Solution Approaches

  Introduction Reinforcement learning is another aspect of OpenAI, which is famous for chatGPT. the heart of ...
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