Ensemble Methods

Ensemble and uncertainty quantification.

Base class and utilities.

• Ensemble - Base class for ensemble methods
• FitManager - Unified training orchestrator for Estimator and Parametric models

Ensemble methods.

• EmbeddingEnsemble - Combine embeddings with aggregation or concatenation
• BootstrapSpectral - Bootstrap ensembles with out-of-bag scoring
• ConsensusEmbedding - Consensus from misaligned embeddings via Procrustes alignment
• AdaptiveWeightedEnsemble - Learn optimal member weights
• SpectralStabilityEnsemble - Robustness analysis under data perturbations