gli.task

gli.task module.

The gli.task module contains task classes allowed by GLI and utilities for loading them during runtime. Directly using the classes in this module is still experimental. Users are encouraged to use the gli.task.read_gli_task() to load tasks from files instead.

See details of GLI file-based task format in GLI Data and Task File Formats.

Base Class

GLITask

The basic GLI task class for creating graph learning tasks.

Utility Function

read_gli_task

Read a local GLI task file and return a task object.

Available Tasks

NodeClassificationTask	Node classification task, alias.
NodeRegressionTask	Node regression task, alias.
GraphClassificationTask	Graph classification task, alias.
GraphRegressionTask	Graph regression task, alias.
LinkPredictionTask	Link prediction task.
TimeDependentLinkPredictionTask	Time dependent link prediction task.
KGEntityPredictionTask	Knowledge graph entity prediction task.
KGRelationPredictionTask	Knowledge graph relation prediction task.