diff --git a/examples/gng_iris.py b/examples/gng_iris.py
index 8669f71..1781734 100644
--- a/examples/gng_iris.py
+++ b/examples/gng_iris.py
@@ -1,3 +1,5 @@
+"""Growing Neural Gas example using the Iris dataset."""
+
 import argparse
 
 import prototorch as pt
@@ -13,12 +15,15 @@ if __name__ == "__main__":
     parser = pl.Trainer.add_argparse_args(parser)
     args = parser.parse_args()
 
+    # Reproducibility
+    pl.utilities.seed.seed_everything(seed=42)
+
     # Prepare the data
     train_ds = Iris(dims=[0, 2])
-    train_loader = DataLoader(train_ds, batch_size=32)
+    train_loader = DataLoader(train_ds, batch_size=8)
 
     # Hyperparameters
-    hparams = dict(num_prototypes=2,
+    hparams = dict(num_prototypes=5,
                    lr=0.1,
                    prototype_initializer=SelectionInitializer(train_ds.data))