typos

README.md

@@ -54,12 +54,12 @@ python setup.py install
 
 ## Project Structure
 
-* `torch_geometric_autoscale/` contains the source code of *PyGAS*.
-* `examples/` contains examples to demonstrate how to apply GAS in practice.
-* `small_benchmark/` contains the experiments to validate resembling of full-batch performance
-* `large_benchmark/` contains the experiments on large-scale graphs
+* **`torch_geometric_autoscale/`** contains the source code of *PyGAS*
+* **`examples/`** contains examples to demonstrate how to apply GAS in practice
+* **`small_benchmark/`** contains the experiments to validate resembling of full-batch performance.
+* **`large_benchmark/`** contains the experiments on large-scale graphs.
 
-We use [Hydra](https://hydra.cc/) to manage hyperparameter configurations.
+We use [**Hydra**](https://hydra.cc/) to manage hyperparameter configurations.
 
 ## Running tests