Arthur Keen

cyber demo

1

## Notebook Checklist - [x] Add `x` to completed tasks - [ ] `tutorialName` for temporary DB (if applicable) - [ ] Colab link added to ReadMe in the correct...

Ability to reuse PYG graph loaded from database to create models

1

The model definition/instantiation process from graph algorithm will download data from the source database every time you instantiate a model. This causes an unnecessary time delay when you are testing...

Ability to preserve source database keys for writing data back to the source databse

2

The ArangoDB PyG adapter version 1.1 has the ability to preserve source database keys, so that when writing back to the source database, the original keys are used. The adbpyg...

Hyper-parameter optimization

2

Freeing users from the responsibility of manual hyper-parameter optimization, allows the user to focus on the domain problem being solved and it will reduce the cycle time needed to develop...