removed assets

explainableai.egg-info/PKG-INFO

@@ -1,13 +1,13 @@
 Metadata-Version: 2.1
 Name: explainableai
-Version: 0.1.9
+Version: 0.10
 Summary: A comprehensive package for Explainable AI and model interpretation
 Home-page: https://github.com/ombhojane/explainableai
 Author: Om Bhojane, Palak Boricha
 Author-email: [email protected]
 Project-URL: Bug Tracker, https://github.com/ombhojane/explainableai/issues
 Project-URL: Source Code, https://github.com/ombhojane/explainableai
-Keywords: explainable ai,machine learning,model interpretation,data science
+Keywords: explainableai,explainable ai,interpretable ml,model interpretability,feature importance,shap,lime,model explanation,ai transparency,machine learning,deep learning,artificial intelligence,data science,model insights,feature analysis,model debugging,ai ethics,responsible ai,xai,model visualization
 Classifier: Development Status :: 3 - Alpha
 Classifier: Intended Audience :: Developers
 Classifier: Intended Audience :: Science/Research
@@ -18,6 +18,8 @@ Classifier: Programming Language :: Python :: 3.7
 Classifier: Programming Language :: Python :: 3.8
 Classifier: Programming Language :: Python :: 3.9
 Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
 Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
 Classifier: Topic :: Software Development :: Libraries :: Python Modules
 Requires-Python: >=3.7
@@ -37,6 +39,13 @@ Requires-Dist: google-generativeai
 Requires-Dist: python-dotenv
 Requires-Dist: scipy
 Requires-Dist: pillow
+Requires-Dist: colorama
+Requires-Dist: dask
+Provides-Extra: dev
+Requires-Dist: pytest; extra == "dev"
+Requires-Dist: flake8; extra == "dev"
+Requires-Dist: black; extra == "dev"
+Requires-Dist: mypy; extra == "dev"
 
 # ExplainableAI
 
@@ -203,6 +212,16 @@ To run ExplainableAI locally:
 
 We welcome contributions to ExplainableAI! Please see our [Contributing Guidelines](CONTRIBUTING.md) for more information on how to get started.
 
+## Credits
+
+Explainable AI was created by [Om Bhojane](https://github.com/ombhojane). Special thanks to the following contributors for their support.
+
+<p align="start">
+<a  href="https://github.com/ombhojane/explainableai/graphs/contributors">
+  <img src="https://contrib.rocks/image?repo=ombhojane/explainableai"/>
+</a>
+</p>
+
 ## Acknowledgements
 
 ExplainableAI builds upon several open-source libraries, including:

explainableai.egg-info/SOURCES.txt

@@ -4,12 +4,14 @@ setup.py
 explainableai/__init__.py
 explainableai/anomaly_detection.py
 explainableai/core.py
+explainableai/exceptions.py
 explainableai/fairness.py
 explainableai/feature_analysis.py
 explainableai/feature_engineering.py
 explainableai/feature_interaction.py
 explainableai/feature_selection.py
 explainableai/llm_explanations.py
+explainableai/logging_config.py
 explainableai/model_comparison.py
 explainableai/model_evaluation.py
 explainableai/model_interpretability.py

explainableai.egg-info/requires.txt

@@ -12,3 +12,11 @@ google-generativeai
 python-dotenv
 scipy
 pillow
+colorama
+dask
+
+[dev]
+pytest
+flake8
+black
+mypy

setup.py

@@ -7,7 +7,7 @@
 
 setup(
     name='explainableai',
-    version='0.1.9',
+    version='0.10',
     packages=find_packages(exclude=['tests*']),
     install_requires=[
         'numpy',
@@ -23,8 +23,18 @@
         'google-generativeai',
         'python-dotenv',
         'scipy',
-        'pillow'
+        'pillow',
+        'colorama',
+        'dask'
     ],
+        extras_require={
+        'dev': [
+            'pytest',
+            'flake8',
+            'black',
+            'mypy',
+        ],
+    },
     entry_points={
         'console_scripts': [
             'explainableai=explainableai.main:main',
@@ -51,10 +61,16 @@
         'Programming Language :: Python :: 3.8',
         'Programming Language :: Python :: 3.9',
         'Programming Language :: Python :: 3.10',
+        'Programming Language :: Python :: 3.11',
+        'Programming Language :: Python :: 3.12',
         'Topic :: Scientific/Engineering :: Artificial Intelligence',
         'Topic :: Software Development :: Libraries :: Python Modules',
     ],
-    keywords='explainable ai, machine learning, model interpretation, data science',
+    keywords='explainableai, explainable ai, interpretable ml, model interpretability, '
+              'feature importance, shap, lime, model explanation, ai transparency, '
+              'machine learning, deep learning, artificial intelligence, data science, '
+              'model insights, feature analysis, model debugging, ai ethics, '
+              'responsible ai, xai, model visualization',
     python_requires='>=3.7',
     include_package_data=True,
     package_data={