eli5

ELI5 is a Python library designed to assist in debugging machine learning classifiers and explaining their predictions. It supports various frameworks like scikit-learn, Keras, and XGBoost, providing features such as weight explanations, feature importance visualization, and tools for inspecting black-box models using techniques like LIME. The tool allows output in multiple formats, including text, HTML, and JSON, facilitating integration into data analysis workflows.