Metadata-Version: 2.3
Name: vitors-landcover
Version: 0.0.1
Summary: Landcover mapping tools
Author: VITO RS Vegetation team
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Requires-Python: >=3.8
Requires-Dist: rio-tiler>=6.1.0
Description-Content-Type: text/markdown

# vitors-landcover
Global land cover mapping tools and pipelines from VITO RS Vegetation team.


## Pre-processing

### Reducers

```
from vitors_landcover.preprocessing.reducers import UmapReducerV1

reducer = UmapReducerV2()

df_scaled = reducer.predict_df(df)  # 2d dataframe

feats_scaled = reducer.predict(feats.sel(band=reducer.bands))  # (bands, y, x) features
```
