fix: replace sklearn with scikit-learn for the python package (#134)

* fix: replace sklearn with scikit-learn for the python package

Co-authored-by: Satish Gollaprolu <[email protected]>

Author: Satish615

examples/requirements.txt

@@ -1,4 +1,4 @@
-sklearn
+scikit-learn
 catboost
 seaborn
 pandas

setup.py

@@ -4,7 +4,7 @@
 import os
 from setuptools import find_packages, setup
 
-INSTALL_REQUIRES = ["boto3", "pyarrow", "pandas", "s3fs", "numpy", "sklearn", "pyfunctional"]
+INSTALL_REQUIRES = ["boto3", "pyarrow", "pandas", "s3fs", "numpy", "scikit-learn", "pyfunctional"]
 
 EXTRAS_REQUIRE = {
     "test": [
@@ -33,7 +33,7 @@
 
 setup(
     name="smclarify",
-    version="0.2",
+    version="0.3",
     packages=find_packages("src"),
     package_dir={"": "src"},
     package_data={"smclarify": data_files},

src/smclarify/__init__.py

@@ -1 +1 @@
-__version__ = "0.2"
+__version__ = "0.3"

src/smclarify/bias/report.py

@@ -83,7 +83,7 @@ def __init__(self, name: str, description: str, value: Optional[float]):
 class MetricError(MetricResult):
     """Metric Result with name, description and computed metric value and error"""
 
-    def __init__(self, name: str, description: str, value: Optional[float] = None, error: Exception = None):
+    def __init__(self, name: str, description: str, value: Optional[float] = None, error: Exception = None):  # type: ignore
         super().__init__(name, description, value)
         self.error = str(error)
 
@@ -359,7 +359,7 @@ def bias_report(
     facet_column: FacetColumn,
     label_column: LabelColumn,
     stage_type: StageType,
-    predicted_label_column: LabelColumn = None,
+    predicted_label_column: Optional[LabelColumn] = None,
     metrics: List[Any] = ["all"],
     group_variable: Optional[pd.Series] = None,
 ) -> List[Dict]:
@@ -406,7 +406,7 @@ def bias_basic_stats(
     facet_column: FacetColumn,
     label_column: LabelColumn,
     stage_type: StageType,
-    predicted_label_column: LabelColumn = None,
+    predicted_label_column: Optional[LabelColumn] = None,
 ) -> List[Dict]:
     """Computes size and confusion matrix.
 
@@ -431,7 +431,7 @@ def _report(
     label_column: LabelColumn,
     stage_type: StageType,
     methods: List[Callable],
-    predicted_label_column: LabelColumn = None,
+    predicted_label_column: Optional[LabelColumn] = None,
     group_variable: Optional[pd.Series] = None,
 ) -> List[Dict]:
     """