数学:Mathematics

Overview of MAGNA (Maximizing Accuracy in Global Network Alignment), its algorithm and examples of implementation

MAGNA (Maximizing Accuracy in Global Network Alignment) MAGNA is a set of algorithms and tools for mapping...

2024.02.08

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 Tucker Decomposition Tucker decomposition is a decomposition method for multidimensional data and ...

2024.02.05

アルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning線形代数:Linear Algebra

Non-Negative Tensor Factorization (NTF) Overview Non-Negative Tensor Factorization (NTF) is a method for obtai...

2024.01.29

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

Dynamic Graph Neural Networks（D-GNN） Dynamic Graph Neural Networks (D-GNNs) are a type of graph neural n...

2024.01.25

python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深層学習:Deep Learning

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

2024.01.22

アルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning線形代数:Linear Algebra

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

2024.01.19

pythonアルゴリズム:Algorithms強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics

Graphical data analysis that takes into account changes over time using a time prediction model Graph data...

2024.01.18

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 Softmax Functions A softmax function is a function used to convert a vector of real numbers in...

2024.01.15

pythonアルゴリズム:Algorithmsベイズ推定機械学習:Machine Learning確率・統計:Probability and Statistics

Overview of IsoRankN IsoRankN is one of the algorithms for network alignment, which is the problem of find...

2024.01.11

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

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

2024.01.08

pythonアルゴリズム:Algorithmsベイズ推定最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics