diff --git a/requirements.txt b/requirements.txt
index dd810d0..bfbd854 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,7 +5,7 @@ jaxtyping==0.2.36
 chex==0.1.87
 optax==0.2.4
 tqdm~=4.67
-matplotlib~=3.9
+matplotlib~=3.10
 pdoc~=15.0
 ipywidgets~=8.1
 black~=24.10