Module utils_math 

Numeric/vector math utilities: dot products, norms, distances, dataset statistics, embedding analysis, graph analysis, progress tracking, and performance utilities.

Modules

analysis

Utility functions for performance analysis

embedding_analysis

Embedding dimension analysis utilities

graph_analysis

Graph analysis utilities

Structs

BatchProcessor

Memory-efficient batch processor for large datasets

BenchmarkSuite

Benchmark suite result

EmbeddingBenchmark

Benchmarking framework for embedding operations

MemoryMonitor

Enhanced memory monitoring for embedding operations

PrecisionTimer

High-precision timer for micro-benchmarking

ProgressTracker

Progress tracking utility

Functions

compute_dataset_statistics

Compute dataset statistics