Graph Models
Crystal Graph Neural Network
Introduced by Yamamoto in Crystal Graph Neural Networks for Data Mining in Materials ScienceThe full architecture of CGNN is presented at CGNN's official site.
Source: Crystal Graph Neural Networks for Data Mining in Materials Science
Papers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Node Classification | 2 | 11.76% |
| Knowledge Graphs | 1 | 5.88% |
| Question Answering | 1 | 5.88% |
| Anomaly Detection | 1 | 5.88% |
| Graph Learning | 1 | 5.88% |
| Multivariate Time Series Forecasting | 1 | 5.88% |
| Spatio-Temporal Forecasting | 1 | 5.88% |
| Time Series Analysis | 1 | 5.88% |
| Time Series Forecasting | 1 | 5.88% |
MPNN
