diff --git a/requirements.txt b/requirements.txt
index a2d31d0b5a68a42242e7d6deda18a7a2bc829f1e..2c3bc2e078c0d63f5edbb079283e7aefa6076aa9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,9 +1,6 @@
 geopandas >= 0.14.4
 scikit-learn >= 1.5.1
 psutil >= 5.0.0
-# joblib >= 1.4.0
-# pytest >= 8.3.0
-# torchgeo == 0.5.2
 # from torchgeo
 rasterio >= 1.2
 rtree >= 1
@@ -11,19 +8,7 @@ einops >= 0.3
 fiona >= 1.8.19
 kornia >= 0.6.9
 numpy >= 1.19.3
-# pandas >= 1.1.3
 pyproj >= 3.3
 shapely >= 1.7.1
 timm >= 0.4.12
-# einops 0.3+ required for einops.repeat
-# fiona 1.8.19+ required to fix erroneous warning
-# https://github.com/Toblerity/Fiona/issues/986
-# kornia 0.6.9+ required for kornia.augmentation.RandomBrightness
-# numpy 1.19.3+ required by Python 3.9 wheels
-# pandas 1.1.3+ required for Python 3.9 wheels
-# pyproj 3+ required for Python 3.9 wheels
-# rasterio 1.2+ required for Python 3.9 wheels
-# rtree 1+ required for len(index), index & index, index | index
-# "rtree>=1",
-# shapely 1.7.1+ required for Python 3.9 wheels
-# shapely 2.0.2+ required for Python 3.12 support
+joblib >= 1.4.0