Kamil Raczycki

Having `shallow` parameter on `True` for overpass results in passing just a boolean as `dict` to `_rawToResult` function and ends up with ``` File .../.venv/lib/python3.8/site-packages/OSMPythonTools/overpass.py:144, in OverpassResult.__get(self, prop) 143 def...

Add warning to OSMOnlineLoader when there is high number of tags or big area to cover

2

Encourage users to use OsmPbfLoader instead of OsmOnlineLoader for bigger use cases

Add spatial stratification algorithm for splitting datasets into training and testing

4

Add an algorithm for splitting the dataset based on spatial location instead of random sampling.

docs: add examples to docstrings

2

Modules to fill: - Embedders - [ ] Count - [ ] Contextual Count - [ ] GeoVeX - [ ] Gtfs2vec - [ ] Hex2vec - [ ] Highway2vec...

Remove duplicated values in the geofabrik filter

1

https://github.com/kraina-ai/srai/blob/3e7a787f69e43835fb117fc5d9e21bd9b7050620/srai/loaders/osm_loaders/filters/geofabrik.py#L64C1-L65C23 https://github.com/kraina-ai/srai/blob/3e7a787f69e43835fb117fc5d9e21bd9b7050620/srai/loaders/osm_loaders/filters/geofabrik.py#L434C1-L434C23

Add raster data loaders

1

Some data formats contain temperature, rainfall, elevation or other remotely sensed data in the form of georeferenced images with pixels representing values. We could benefit from those data sources if...

The `geoparquet` dependency is getting deprecated since it was only a proof of concept.

Implement a new regionalizer, similar to Voronoi, that will create a Delaunay triangulation based on spherical arcs instead of straight lines.

Currently `geocode_to_region_gdf` doesn't work when library is installed without `osm` dependency group.