New version, updating to latest Python and dependencies (#460)

* new version

Signed-off-by: Amit Sharma <amit_sharma@live.com>

* fixed ohe_min_max test error

Signed-off-by: Amit Sharma <amit_sharma@live.com>

* fixed max lines issue

Signed-off-by: Amit Sharma <amit_sharma@live.com>

---------

Signed-off-by: Amit Sharma <amit_sharma@live.com>

Author: amit-sharma

docs/source/conf.py

@@ -22,7 +22,7 @@
 author = 'Ramaravind, Amit, Chenhao'
 
 # The full version, including alpha/beta/rc tags
-release = '0.11'
+release = '0.12'
 
 
 # -- General configuration ---------------------------------------------------

docs/source/dice_ml.explainer_interfaces.rst

@@ -52,6 +52,14 @@ dice\_ml.explainer\_interfaces.dice\_tensorflow2 module
    :undoc-members:
    :show-inheritance:
 
+dice\_ml.explainer\_interfaces.dice\_xgboost module
+---------------------------------------------------
+
+.. automodule:: dice_ml.explainer_interfaces.dice_xgboost
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 dice\_ml.explainer\_interfaces.explainer\_base module
 -----------------------------------------------------
 

docs/source/dice_ml.model_interfaces.rst

@@ -28,6 +28,14 @@ dice\_ml.model\_interfaces.pytorch\_model module
    :undoc-members:
    :show-inheritance:
 
+dice\_ml.model\_interfaces.xgboost\_model module
+------------------------------------------------
+
+.. automodule:: dice_ml.model_interfaces.xgboost_model
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 Module contents
 ---------------
 

docs/update_docs.sh

@@ -1,6 +1,6 @@
 import setuptools
 
-VERSION_STR = "0.11"
+VERSION_STR = "0.12"
 
 with open("README.rst", "r") as fh:
     long_description = fh.read()
@@ -37,6 +37,7 @@
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
         "Programming Language :: Python :: 3.11",
+        "Programming Language :: Python :: 3.12",
         "License :: OSI Approved :: MIT License",
         "Operating System :: OS Independent",
     ],

setup.py

@@ -1,3 +1,4 @@
+import numpy as np
 import pytest
 
 import dice_ml
@@ -71,7 +72,8 @@ def test_ohe_min_max_transformed_query_instance(self, sample_adultincome_query):
         output_query = [0.068, 0.449, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0,
                         0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0]
         d = self.d[0]
-        prepared_query = d.get_ohe_min_max_normalized_data(query_instance=sample_adultincome_query).iloc[0].tolist()
+        prepared_query = \
+            d.get_ohe_min_max_normalized_data(query_instance=sample_adultincome_query).iloc[0].to_numpy(dtype=np.float64)
         assert output_query == pytest.approx(prepared_query, abs=1e-3)
 
     def test_encoded_categorical_features(self):