Module learned_index

Module learned_index 

Source
Expand description

§Learned Index Structures

Experimental learned indexes using neural networks to approximate data distribution. Based on Recursive Model Index (RMI) concept with bounded error correction.

Structs§

HybridIndex
Hybrid index combining learned index for static data with HNSW for dynamic updates
IndexStats
Statistics for learned indexes
RecursiveModelIndex
Recursive Model Index (RMI) Multi-stage neural models making coarse-then-fine predictions

Traits§

LearnedIndex
Trait for learned index structures