作为Python包安装

0. 最小要求

• rustc1.54.0
• Python3.7

1. 创建Python环境

python3 -m venv .venv

2. 安装MeanShift-rs

make install

或

pip install -r requirements.txt
bash ./tasks.sh release-install

或

pip install meanshift-rs

用法

Rust

use meanshift_rs::{MeanShiftActor, Parameters};

fn example_fn(dataset: Array2<f64>) {
    let parameters = Parameters::default();
    let mut mean_shift = MeanShiftActor::init(parameters);
    let (centers, labels) = mean_shift.fit(dataset)
        .expect("No MeanShiftResult was returned!");
}

Python

from meanshift_rs import MeanShift

# ... load data

ms = MeanShift()
ms.fit(data)

print(ms.cluster_centers)
print(ms.labels)