The OGCID project is based on a pipeline of different algorithms based on optimized graph convolution. This documents aims to describe the different options for these algorithms and the data they manipulate.
- Proximity table construction
- Graph generation
- Graph convolution
- Graph pooling
- Graph readout
- MLP for classification/regression
The global pipeline is summarized in the following figure
