Task¶
-
class
dgl.graphbolt.
Task
[source]¶ Bases:
object
An abstract task which consists of meta information and Train/Validation/Test Set.
- meta information
The meta information of a task includes any kinds of data that are defined by the user in YAML when instantiating the task.
- Train/Validation/Test Set
The train/validation/test (TVT) set which is used to train the neural networks. We calculate the embeddings based on their respective features and the graph structure, and then utilize the embeddings to optimize the neural network parameters.
-
property
metadata
¶ Return the task metadata.
-
property
test_set
¶ Return the test set.
-
property
train_set
¶ Return the training set.
-
property
validation_set
¶ Return the validation set.