Clustering algorithm implemented in Rust and wrapped with PyO3

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  • Author: Keming
  • Tags clustering , algorithm , rust , pyo3 , machine-learning
  • Requires: Python >=3.9
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Project description

Gathers Python

PyPI version

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)

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  • Author: Keming
  • Tags clustering , algorithm , rust , pyo3 , machine-learning
  • Requires: Python >=3.9
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