README.md

Gathers Python

Installation

pip install gathers

Usage

from gathers import Gathers
import numpy as np


gathers = Gathers(verbose=True)
rng = np.random.default_rng()
data = rng.random((1000, 64), dtype=np.float32)  # only support float32
centroids = gathers.fit(data, 10)
labels = gathers.batch_assign(data, centroids)
print(labels)