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README.md

@@ -87,7 +87,7 @@ print(f'Unique cluster values in set 0: {unq_vals}')
 ```
 
 # Example cross-validation loop
-We will use the the geographic cluster feature to cross-validate performance. First lets format set the format of the dataset to torch format and define some functions for our training loop:
+We will use the the geographic cluster feature to cross-validate performance. First let's reformat the dataset for torch and define some functions for our training loop:
 
 ```python
 import torch.nn as nn