Files
ruvnet--RuView/vendor/ruvector/crates/rvf/rvf-quant/src/lib.rs
T

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Rust

//! Temperature-tiered vector quantization for the RuVector Format (RVF).
//!
//! Provides three quantization levels mapped to temperature tiers:
//!
//! | Tier | Quantization | Compression |
//! |------|-------------|-------------|
//! | Hot | Scalar (int8) | 4x |
//! | Warm | Product (PQ) | 8-16x |
//! | Cold | Binary (1-bit)| 32x |
//!
//! A Count-Min Sketch tracks per-block access frequency to drive
//! promotion/demotion decisions.
#![cfg_attr(not(feature = "std"), no_std)]
extern crate alloc;
pub mod binary;
pub mod codec;
pub mod product;
pub mod scalar;
pub mod sketch;
pub mod tier;
pub mod traits;
pub use binary::{decode_binary, encode_binary, hamming_distance};
pub use product::ProductQuantizer;
pub use scalar::ScalarQuantizer;
pub use sketch::CountMinSketch;
pub use tier::TemperatureTier;
pub use traits::Quantizer;