eli5

ELI5

ELI5 helps debug machine learning classifiers and explain their predictions. It includes:

• Permutation Importance
• TextExplainer

Installation

ELI5 works in Python 2.7 and Python 3.4+ and can be install using pip:

pip install eli5

or using conda:

conda install -c conda-forge eli5

Examples

• Iris Feature Importance Example
• Text Explainer Example
• Image Classifier Grad-CAM Example

For more examples check out the ELI5 documentation.