Merge pull request #71 from IBM/dataset_assessment

Add AI privacy Dataset assessment module with two attack implementations.

Signed-off-by: Maya Anderson <mayaa@il.ibm.com>

apt/risk/data_assessment/dataset_attack_result.py

@@ -0,0 +1,24 @@
+from dataclasses import dataclass
+from typing import Optional
+
+import numpy as np
+
+DEFAULT_DATASET_NAME = "dataset"
+
+
+@dataclass
+class DatasetAttackResult:
+    pass
+
+
+@dataclass
+class DatasetAttackScore:
+    dataset_name: str
+    risk_score: float
+    result: Optional[DatasetAttackResult]
+
+
+@dataclass
+class DatasetAttackResultMembership(DatasetAttackResult):
+    member_probabilities: np.ndarray
+    non_member_probabilities: np.ndarray