微分積分:Calculus

python

Overview of the finite volume method and related algorithms and implementation examples.

Overview of the finite volume method. The Finite Volume Method (FVM) is one of the numerical solution me...
python

Overview of the finite element method and examples of algorithms and implementations.

Overview of the finite element method. The Finite Element Method (FEM) is a method for numerically analy...
アルゴリズム:Algorithms

Overview of Group Regularization with Duplicates and Examples of Implementations

Overview Overlapping group regularization (Overlapping Group Lasso) is a type of regularization method...
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 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...
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

Overview of Q-Learning and Examples of Algorithms and Implementations

  Q-Learning Q-Learning (Q-Learning) is a type of reinforcement learning, an algorithm that allows an agent t...
アルゴリズム:Algorithms

Overview, Algorithm and Implementation of Gauss-Hermite Integral

Gaussian-Hermite Integration Gaussian-Hermite Integration is a method of numerical integration, often used for ...
python

Overview of Newton’s method and its algorithm and implementation

Newton's Method Newton's method (Newton's method) is one of the iterative optimization algorithms for finding n...
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...
タイトルとURLをコピーしました