Apply Machine Learning on a Graph
You can use machine learning on your property graph data in Graph Studio using the PGX machine learning library.
The following are a few of the supported machine learning algorithms:
- DeepWalk
- Supervised GraphWise
- Unsupervised GraphWise
- Pg2vec
Running machine learning algorithms is supported in a notebook
paragraph using the following interpreters:
- Java (PGX): See
oracle.pgx.api.mllib
package in Java API Reference for more information. - Python (PGX): See the PyPGX MLlib package in Python API Reference for more information.
For example, the following steps describe the usage of the DeepWalk model on a
graph in a notebook paragraph.
You can now perform one or more of the following functionalities on the DeepWalk model: