グラフ理論

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...
python

Overview of services that model each stage of the manufacturing process using GNNs to optimise the design and operation of production lines.

Overview of services that model each stage of the manufacturing process using GNNs to optimise the design a...
python

LLE (Locally Linear Embedding)

LLE (Locally Linear Embedding) Locally Linear Embedding (LLE) is a nonlinear dimensionality reduction algorithm...
python

Overview of services that model the properties and structure of materials using GNNs to design new materials and predict their properties.

Overview of services that model the properties and structure of materials using GNNs to design new material...
python

t-SNE (t-distributed Stochastic Neighbor Embedding)

t-SNE (t-distributed Stochastic Neighbor Embedding) t-SNE is one of the nonlinear dimensionality reduction algo...
python

Overview of services that use GNNs to model product characteristics and functions and predict market response and demand fluctuations

Overview The service on modelling product characteristics and functions and predicting market reactions an...
python

Overview of Urban Intelligence using Graph Neural Networks and related algorithms and implementation examples.

Overview of Urban Intelligence using Graph Neural Networks. Urban intelligence is a technology and concept...
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