Metadata-Version: 2.4
Name: ascent-science-knn
Version: 0.1.0
Summary: Official scikit-learn KNN adapter for the Ascent Science SDK
Author: Ascent Science
License-Expression: LicenseRef-Proprietary
Classifier: Programming Language :: Python :: 3
Classifier: Typing :: Typed
Requires-Python: >=3.9
Description-Content-Type: text/markdown
Requires-Dist: ascent-science<0.10,>=0.9.5
Requires-Dist: scikit-learn<1.11,>=1.5

# Ascent Science KNN plugin

Standard nearest-neighbor classification backed by `sklearn.neighbors.KNeighborsClassifier`.

```bash
python -m pip install ascent-science-knn==0.1.0
```

```python
import ascent
model = ascent.machine_learning.KNNClassifier(n_neighbors=5, weights="distance")
model.fit(X, y)
predictions = model.predict(X_test)
```
