Expand description
Vector quantization for memory-efficient storage
This module provides various quantization methods to compress high-dimensional vectors while preserving similarity search accuracy.
Structsยง
- Optimized
Product Quantizer - Optimized Product Quantization (OPQ)
- PQCode
- Product Quantization code
- Product
Quantizer - Product Quantizer for high compression
- Product
Quantizer Config - Product Quantization configuration
- Quantization
Benchmark - Quantization benchmark results
- Quantization
Benchmarker - Benchmark utilities for quantization evaluation
- Quantization
Comparison - Comparison of multiple quantization methods
- Quantized
Vector - Quantized vector storage
- Scalar
Quantizer - Scalar quantizer for vector compression
- Scalar
Quantizer Config - Scalar quantization configuration