https://pypi.org/project/model-explain/ Recent updates to the Python Package Index for model-explain en https://pypi.org/project/model-explain/0.5.0/ A comprehensive Python package for interpreting and explaining machine learning and deep learning models. Includes support for feature attention mechanisms and integrates popular explanation methods such as LIME, SHAP, Grad-CAM, permutation importance, and saliency maps. Offers a unified interface for tabular, image, and other data types to enhance model transparency and interpretability. vaibhav1kulshrestha@gmail.com Thu, 30 Oct 2025 01:25:46 GMT https://pypi.org/project/model-explain/0.4.1/ A comprehensive Python package for interpreting and explaining machine learning and deep learning models. Includes support for feature attention mechanisms and integrates popular explanation methods such as LIME, SHAP, Grad-CAM, permutation importance, and saliency maps. Offers a unified interface for tabular, image, and other data types to enhance model transparency and interpretability. vaibhav1kulshrestha@gmail.com Mon, 27 Oct 2025 23:26:19 GMT https://pypi.org/project/model-explain/0.4.0/ A unified Python package for interpreting and explaining machine learning and deep learning models, including feature attention mechanisms. Supports popular explanation techniques such as LIME, SHAP, Grad-CAM, permutation importance, and saliency maps. Provides a consistent interface for tabular, image, and other data types, enabling model transparency and interpretability. vaibhav1kulshrestha@gmail.com Fri, 24 Oct 2025 01:10:03 GMT https://pypi.org/project/model-explain/0.3.1/ A package for interpreting and explaining machine learning models. It provides a unified interface for popular explanation techniques, including LIME, SHAP, and Grad-CAM and supports a wide range of models and data types. vaibhav1kulshrestha@gmail.com Mon, 20 Oct 2025 18:37:20 GMT https://pypi.org/project/model-explain/0.3.0/ A model explainability toolkit with SHAP, LIME, scoring, summaries, and GUI sandbox vaibhav1kulshrestha@gmail.com Sun, 19 Oct 2025 01:17:11 GMT https://pypi.org/project/model-explain/0.2.0/ A model explainability toolkit with SHAP, LIME, scoring, summaries, and GUI sandbox vaibhav1kulshrestha@gmail.com Thu, 16 Oct 2025 00:44:06 GMT https://pypi.org/project/model-explain/0.1.0/ A model explainability toolkit with SHAP, LIME, scoring, summaries, and GUI sandbox vaibhav1kulshrestha@gmail.com Mon, 13 Oct 2025 18:55:04 GMT