# MeanShift-rs
[](https://gitlab.hpi.de/phillip.wenig/meanshift-rs/-/commits/main)
[](https://gitlab.hpi.de/phillip.wenig/meanshift-rs/-/commits/main)
[](./Cargo.toml)
## Install as Python Package
### 0. Minimum Requirements
- `rustc 1.54.0`
- `Python 3.7`
### 1. Create Python Environment
```bash
python3 -m venv .venv
```
### 2. Install MeanShift-rs
```bash
make install
```
or
```bash
pip install -r requirements.txt
bash ./tasks.sh release-install
```
or
```bash
pip install meanshift-rs
```
## Usage
### Rust
```rust
use meanshift_rs::{MeanShiftActor, Parameters};
fn example_fn(dataset: Array2) {
let parameters = Parameters::default();
let mut mean_shift = MeanShiftActor::init(parameters);
let (centers, labels) = mean_shift.fit(dataset)
.expect("No MeanShiftResult was returned!");
}
```
### Python
```python
from meanshift_rs import MeanShift
# ... load data
ms = MeanShift()
ms.fit(data)
print(ms.cluster_centers)
print(ms.labels)
```