created separate generate_data function

Signed-off-by: Amit Sharma <[email protected]>

Author: amit-sharma

pywhyllm/datasets/dataset.py

@@ -4,7 +4,7 @@ class Dataset(Protocol):
 
     def graph(self):
         """
-        Output the graph associated with the dataset. 
+        Output the ground truth graph associated with the dataset. 
 
         Returns:
             A networkx graph 
@@ -20,11 +20,3 @@ def data(self):
         """
         pass
 
-    def generate_data(self):
-        """
-        Generate synthetic data based on the dataset's causal graph.
-
-        Returns:
-            A numpy array containing the synthetic data
-        """
-        pass

pywhyllm/datasets/metrics.py

@@ -1,25 +1,25 @@
 
 
 def accuracy(edges, true_edges):
-    """Accuracy metric for predicted edges
+    """Accuracy metric for predicted edges for a given dataset
     """
     pass
 
 
 def precision(edges, true_edges):
-    """Precision metric for predicted edges
+    """Precision metric for predicted edges for a given dataset
     """
     pass
 
 
 def recall(edges, true_edges):
-    """Recall metric for predicted edges
+    """Recall metric for predicted edges for a given dataset
     """
     pass
 
 
 def F1(edges, true_edges):
-    """F1 metric for predicted edges
+    """F1 metric for predicted edges for a given dataset
     """
     pass