Add usage instructions

README.md

@@ -39,3 +39,11 @@ nix-shell
 
 After running these commands, you will find yourself in a shell that
 contains all the needed dependencies.
+
+## Usage
+
+The following creates the dataset, trains the Deep Learning model and shows the accuracy:
+
+```bash
+poetry run python src/model.py
+```

src/model.py

@@ -85,3 +85,7 @@ def run(data_file, label_file, seed_value=42) -> None:
     )
     print("Training complete. Obtaining final metrics...")
     show_metrics(model, eval_data, test_data)
+
+
+if __name__ == "__main__":
+    run(data_file="data/curesim-HVR.fastq", label_file="data/HVR.fastq")