Module simd_stacking

Module simd_stacking 

Source
Expand description

SIMD-accelerated stacking ensemble operations (scalar implementations)

This module provides high-performance implementations of stacking ensemble algorithms. Currently uses scalar operations with plans for future SIMD optimization.

Structs§

StackingEnsembleModel
Trained stacking ensemble model structure

Functions§

simd_aggregate_predictions
Ensemble prediction aggregation
simd_batch_linear_predictions
Batch linear predictions
simd_compute_ensemble_diversity
Ensemble diversity measurement
simd_compute_gradients
Gradient computation for meta-learner
simd_dot_product
Dot product computation for stacking ensembles
simd_generate_meta_features
Meta-feature generation
simd_linear_prediction
Linear prediction for base estimators
simd_train_stacking_ensemble
Simplified stacking ensemble training