Expand description
Binary quantization compression and distance comparisions.
Binary quantization works by compressing each dimension of a vector to just 1 bit, where that bit is “1” is that value is positive and “0” if negative.
The main quantizer is BinaryQuantizer.
Distances are computed using the crate::distances::Hamming distance function where
crate::bits::BitSlice::<1, crate::bits::Binary> is the compressed-representation
for binary vectors.
Structs§
- Binary
Quantizer - A simple, training-free binary quantizer.