Graph Neural Networks (GNNs) have seen a dramatic increase in popularity thanks to their ability to understand relations between graph nodes. This library aims to provide GNN capabilities to native Java applications, for example, to perform machine learning on Android. It does so by avoiding c-based machine learning libraries, such as TensorFlow Lite, that are often designed with pure performance in mind but which often require specific hardware to run, such as GPUs, and drastically increase the size of deployed applications.
Features
- Cross-platform (written in native java)
- Lightweight
- Minimal memory footprints
- Symbolic model definition
- Parallelized batching