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§
- Stacking
Ensemble Model - 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