Update README.md

README.md

@@ -49,17 +49,17 @@ There are two tutorial notebooks:
     output_folder = str(output_folder), 
     imputation_strategies = None, 
     scaling_techniques = None,
-    classifiers = None, # Default to Random Forest only. Other classifiers you can try [ "AdaBoostClassifier","GradientBoostingClassifier",
-                                                                # "LogisticRegression","MLPClassifier","XGBoost","LightGBM", "CatBoost"]
+    classifiers = None, # Default to Random Forest only. Other classifiers you can try [ "AdaBoostClassifier", "GradientBoostingClassifier",
+                                                                # "LogisticRegression", "MLPClassifier", "XGBoost", "LightGBM", "CatBoost"]
     )
     ```
 
-Acknowlegments:
+Acknowledgments:
 
 I would like to thank people who have helped a lot in this project:
 
-* For code refactoring and helping integration in Spikeinterface : Chris Halcrow, Jake Swann, Robyn Greene 
-* Curators : Nilufar Lahiji, Severin Graff, Sacha Abou Rachid, Luca Koenig, Natalia Babushkina, Simon Musall
-* Advisors : Alessio Buccino, Matthias Hennig and Simon Musall
+* For code refactoring and helping integration in Spikeinterface: Chris Halcrow, Jake Swann, Robyn Greene 
+* Curators: Nilufar Lahiji, Sacha Abou Rachid, Severin Graff, Luca Koenig, Natalia Babushkina, Simon Musall
+* Advisors: Alessio Buccino, Matthias Hennig and Simon Musall
 
 Also all my amazing lab members : https://brainstatelab.wordpress.com/