Markdown updates

app.py

@@ -35,7 +35,8 @@ def anki_optimizer(file, timezone, next_day_starts_at, revlog_start_date, reques
 """
 
     w_markdown = f"""
-    # These are the weights for step 5
+    # Updated Parameters
+    Copy and paste these as shown in step 5 of the instructions:
     `var w = {w};`
     
     Check out the Analysis tab for more detailed information."""

utilities.py

@@ -279,9 +279,9 @@ def my_loss(dataset, w):
     # print(f"Loss after training: {dataset['log_loss'].mean():.4f}")
     loss_after = f"{dataset['log_loss'].mean():.4f}"
     return f"""
-*Loss before training*: {loss_before}
+**Loss before training**: {loss_before}
 
-*Loss after training*: {loss_after}
+**Loss after training**: {loss_after}
     """