updated for version update (#128)

Author: amit-sharma

docs/source/conf.py

@@ -22,7 +22,7 @@
 author = 'Ramaravind, Amit, Chenhao'
 
 # The full version, including alpha/beta/rc tags
-release = '0.5'
+release = '0.6'
 
 
 # -- General configuration ---------------------------------------------------

docs/source/dice_ml.rst

@@ -15,6 +15,14 @@ Subpackages
 Submodules
 ----------
 
+dice\_ml.constants module
+-------------------------
+
+.. automodule:: dice_ml.constants
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
 dice\_ml.counterfactual\_explanations module
 --------------------------------------------
 

docs/source/notebooks/DiCE_with_private_data.ipynb

@@ -4,6 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
+    "# Generating Counterfactual Explanations without access to training data\n",
     "If only the trained model is available but not the training data, DiCE can still be used to generate counterfactual explanations. Below we show an example where DiCE uses only basic metadata about each feature used in the ML model. "
    ]
   },
@@ -376,7 +377,7 @@
   "toc": {
    "base_numbering": 1,
    "nav_menu": {},
-   "number_sections": true,
+   "number_sections": false,
    "sideBar": true,
    "skip_h1_title": false,
    "title_cell": "Table of Contents",

docs/source/notebooks/nb_index.rst

@@ -7,6 +7,9 @@ Example notebooks
    :caption: Notebooks:
 
    DiCE_getting_started
+   DiCE_feature_importances.ipynb
+   DiCE_multiclass_classification_and_regression.ipynb
+   DiCE_model_agnostic_CFs.ipynb
    DiCE_with_private_data
    DiCE_with_advanced_options
    DiCE_getting_started_feasible

setup.py

@@ -17,16 +17,16 @@
 
 setuptools.setup(
     name="dice_ml",
-    version="0.5",
+    version="0.6",
     license="MIT",
     author="Ramaravind Mothilal, Amit Sharma, Chenhao Tan",
     author_email="[email protected]",
     description="Generate Diverse Counterfactual Explanations for any machine learning model.",
     long_description=long_description,
     long_description_content_type="text/x-rst",
     url="https://github.com/interpretml/DiCE",
-    download_url="https://github.com/interpretml/DiCE/archive/v0.5.tar.gz",
-    python_requires='>=3.4',
+    download_url="https://github.com/interpretml/DiCE/archive/v0.6.tar.gz",
+    python_requires='>=3.5',
     packages=setuptools.find_packages(),
     classifiers=[
         "Programming Language :: Python :: 3",