diff --git a/contrib/machine-learning/PyTorch.md b/contrib/machine-learning/pytorch.md
similarity index 99%
rename from contrib/machine-learning/PyTorch.md
rename to contrib/machine-learning/pytorch.md
index 7de853b..ccfee21 100644
--- a/contrib/machine-learning/PyTorch.md
+++ b/contrib/machine-learning/pytorch.md
@@ -110,4 +110,4 @@ PyTorch is a powerful and flexible deep learning framework that caters to both r
 - [PyTorch Tutorials](https://pytorch.org/tutorials/)
 - [PyTorch Forum](https://discuss.pytorch.org/)
 
-Feel free to explore and experiment with PyTorch to harness the full potential of this versatile framework!
\ No newline at end of file
+Feel free to explore and experiment with PyTorch to harness the full potential of this versatile framework!