Namespace AiDotNet.Data.Structures

Classes

GraphClassificationTask<T>

Represents a graph classification task where the goal is to classify entire graphs.

GraphData<T>

Represents a single graph with nodes, edges, features, and optional labels.

GraphGenerationTask<T>

Represents a graph generation task where the goal is to generate new valid graphs.

LinkPredictionTask<T>

Represents a link prediction task where the goal is to predict missing or future edges.

MetaLearningTaskBase<T, TInput, TOutput>

Abstract base class for meta-learning tasks, providing common functionality and validation.

MetaLearningTask<T, TInput, TOutput>

Represents a single meta-learning task for few-shot learning, containing support and query sets.

NodeClassificationTask<T>

Represents a node classification task where the goal is to predict labels for individual nodes.