From adbf086b53a9481cc17388a3d05501f4114133f5 Mon Sep 17 00:00:00 2001 From: ombhojane Date: Tue, 15 Oct 2024 11:42:59 +0530 Subject: [PATCH] removed assets --- ...s like Automated Exploratory Data An.webp" | Bin 307540 -> 0 bytes ExplainableAI - Model Insights.png | Bin 109935 -> 0 bytes Screenshot 2024-10-14 005155.png | Bin 20882 -> 0 bytes explainableai.egg-info/PKG-INFO | 23 ++++++++++++++++-- explainableai.egg-info/SOURCES.txt | 2 ++ explainableai.egg-info/requires.txt | 8 ++++++ setup.py | 22 ++++++++++++++--- 7 files changed, 50 insertions(+), 5 deletions(-) delete mode 100644 "DALL\302\267E 2024-10-12 01.22.56 - A visually appealing animated GIF illustrating the process of Explainable AI in action. The GIF should depict steps like Automated Exploratory Data An.webp" delete mode 100644 ExplainableAI - Model Insights.png delete mode 100644 Screenshot 2024-10-14 005155.png diff --git "a/DALL\302\267E 2024-10-12 01.22.56 - A visually appealing animated GIF illustrating the process of Explainable AI in action. The GIF should depict steps like Automated Exploratory Data An.webp" "b/DALL\302\267E 2024-10-12 01.22.56 - A visually appealing animated GIF illustrating the process of Explainable AI in action. 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a/explainableai.egg-info/PKG-INFO b/explainableai.egg-info/PKG-INFO index 438a1cd..829c32f 100644 --- a/explainableai.egg-info/PKG-INFO +++ b/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: ombhojane05@gmail.com 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. + +

+ + + +

+ ## Acknowledgements ExplainableAI builds upon several open-source libraries, including: diff --git a/explainableai.egg-info/SOURCES.txt b/explainableai.egg-info/SOURCES.txt index 25adbcc..bd9685e 100644 --- a/explainableai.egg-info/SOURCES.txt +++ b/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 diff --git a/explainableai.egg-info/requires.txt b/explainableai.egg-info/requires.txt index 04c33a1..069cc53 100644 --- a/explainableai.egg-info/requires.txt +++ b/explainableai.egg-info/requires.txt @@ -12,3 +12,11 @@ google-generativeai python-dotenv scipy pillow +colorama +dask + +[dev] +pytest +flake8 +black +mypy diff --git a/setup.py b/setup.py index bbc2190..2480e0a 100644 --- a/setup.py +++ b/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={