グラフ理論

python

Othello game solution algorithms and GNN

About the Othello game The game of Othello (Othello) is a board game played between two players using black...
python

Mathematical logic and the GNN

Overview of mathematical logic Mathematical logic becomes the study of logic using mathematical methods an...
python

Temporal Graph Neural Network overview and implementation examples

Temporal Graph Neural Network Temporal Graph Neural Networks (TGNNs) are deep learning methods for process...
python

Overview and implementation examples of Edge-GNN

Edge-GNN Edge-GNN (Edge Graph Neural Network) is a neural network architecture that focuses on edges in a ...
アルゴリズム:Algorithms

Using AI technology to find hypotheses

Finding hypotheses with AI To further analyse the issues described in ‘Problem-solving methods and thinki...
python

Overview of Deep Graph Generative Models (DGMG) and examples of algorithms and implementations.

Overview of Deep Graph Generative Models(DGMG) Deep Graph Generative Models (DGMGs) are a type of deep lea...
グラフ理論

What is information geometry?

What is the essence of information geometry? Information geometry is a field that studies the geometrical struc...
python

Overview of GraphRNN, algorithms and implementation examples

Overview of GraphRNN GraphRNN is a deep learning model that specialises in graph generation and is particu...
python

Overview of GNN-based recommendation techniques and related algorithms and implementation examples.

Overview of GNN-based recommendation technology Graphs are expressive and powerful data structures that ar...
python

UMAP (Uniform Manifold Approximation and Projection)

UMAP (Uniform Manifold Approximation and Projection) UMAP is a nonlinear dimensionality reduction method for hi...
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