lsh-fast 0.1.0

A fast and scalable Locality Sensitive Hashing implementation

LSH-Fast

A fast and scalable implementation of Locality Sensitive Hashing in Python.

Installation

pip install lsh-fast

Usage

from lsh import HashParams, LSHHashFunctions
import numpy as np

# Initialize hash functions
params = HashParams(num_projections=100, projection_dim=1000)
hash_functions = LSHHashFunctions(params)

# Compute hash values for a vector
vector = np.random.randn(1000)
hash_values = hash_functions.compute_hash_values(vector)

# Compute bucket hashes
bucket_hashes = hash_functions.compute_bucket_hash(hash_values, band_size=10)

Features

• Fast and memory-efficient implementation
• Optimized for large-scale data
• Easy to use API
• Configurable parameters

License

MIT License