fix typo

Author: LarsKue

examples/Linear_Regression_Starter.ipynb

@@ -376,7 +376,7 @@
     "\n",
     "To ensure that the training data generated by the simulator can be used for deep learning, we have do a bunch of transformations via `adapter` objects. They provides multiple flexible functionalities, from standardization to renaming, and so on. \n",
     "\n",
-    "Below, we build our own `adapter` from scratch but later on, `BayesFlo` will also provide default adapters that will already automate most of the commonly required steps."
+    "Below, we build our own `adapter` from scratch but later on, `BayesFlow` will also provide default adapters that will already automate most of the commonly required steps."
    ]
   },
   {