Update README.md

Author: Klus3kk

README.md

@@ -2,7 +2,7 @@
 
 A PyTorch-like machine learning library built from scratch with NumPy. Train neural networks with automatic differentiation, no dependencies beyond NumPy.
 
-[Documentation](https://fit.readthedocs.io/) | [Examples](examples/)
+[Documentation](https://fit-ml.readthedocs.io/) | [Examples](examples/)
 
 ## Why FIT?
 
@@ -126,4 +126,4 @@ for epoch in range(50):
         print(f"Epoch {epoch}, Loss: {loss.data:.4f}")
 ```
 
-Perfect for learning how neural networks work under the hood, or when you need a lightweight ML library without the complexity of PyTorch.
+Perfect for learning how neural networks work under the hood, or when you need a lightweight ML library without the complexity of PyTorch.