Hard to understand but with the new environment and performing the steps you mentioned I obtain again the undesired result.
The installation of eo-learn initially failed requiring the pre-installation of some packages:
- pyproj (pyproj-1.9.5.1-cp36-cp36m-win_amd64.whl)
- GDAL (GDAL-2.3.2-cp36-cp36m-win_amd64.whl)
- rasterio (rasterio-1.0.12-cp36-cp36m-win_amd64.whl)
- fiona (Fiona-1.8.4-cp36-cp36m-win_amd64.whl)
You may download the eopatches from: