数学:Mathematics

Overview of ST-GCN (Spatio-Temporal Graph Convolutional Networks), its algorithms and examples of implementation

ST-GCN (Spatio-Temporal Graph Convolutional Networks) ST-GCNs (Spatio-Temporal Graph Convolutional Network...

2024.09.05

アルゴリズム:Algorithmsグラフ理論時系列データ解析機械学習:Machine Learning

Overview of IOT technologies using GNNs and related algorithms and implementation examples.

Overview of IOT technologies using GNNs. IoT technology refers to physical devices being connected through...

2024.09.04

IOT技術:IOT Technologypythonアルゴリズム:Algorithmsグラフ理論ハードウェア時系列データ解析機械学習:Machine Learning深層学習:Deep Learning

Sequential Secondary Planning Method

Overview of Sequential Secondary Planning Method Sequential Quadratic Programming (SQP) is an iterative optimiz...

2024.09.02

pythonアルゴリズム:Algorithms幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning

Overview of HARP and examples of algorithms and implementations

Overview of HARP HARP (Hierarchical Attention Relational Graph Convolutional Network for Poverty Predictio...

2024.08.29

pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning深層学習:Deep Learning

Overview of LPA and examples of algorithms and implementations

Overview of LPA LPA (Label Propagation Algorithm) is a type of graph-based semi-supervised learning algori...

2024.08.22

pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning

Overview of Block K-FAC and Examples of Algorithms and Implementations

Overview of Block K-FAC Block K-FAC (Block Kronecker-factored Approximate Curvature) is a kind of curve ch...

2024.08.19

pythonアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning

Overview of Metapath2Vec and examples of algorithms and implementations

Overview of Metapath2Vec Metapath2Vec is one of the methods used to learn representations of nodes on grap...

2024.08.15

pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning

How to define metapaths to handle different edge types of non-homogeneous graphs

How to define metapaths to handle different edge types of non-homogeneous graphs A metapath is a graph pat...

2024.08.08

pythonアルゴリズム:Algorithmsグラフ理論機械学習:Machine Learning

Overview of the Frank-Wolff method and examples of its application and implementation.

Overview of the Frank Wolff method The Frank-Wolfe method is a numerical algorithm for solving non-linear optim...

2024.08.07

アルゴリズム:Algorithmsグラフ理論スパースモデリングスパースモデリング幾何学:Geometry微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview of the Fisher Information Matrix and Related Algorithms and Examples of Implementations

Overview of Fisher Information Matrix The Fisher information matrix, a concept used in statistics and informati...

2024.08.05

pythonアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning