#计算机科学#Fit interpretable models. Explain blackbox machine learning.
翻译 - 拟合可解释的模型。说明黑匣子机器学习。
webpage for InterpretML
Example/Code for the article on KDNuggets
interpretML
A notebook exploring the paper "InterpretML: A Unified Framework for Machine Learning Interpretability" (H. Nori, S. Jenkins, P. Koch, and R. Caruana 2019).
Démonstration Azure InterpretML
Experiments with InterpretML
Generate Diverse Counterfactual Explanations for any machine learning model.
翻译 - 为任何机器学习模型生成多样的反事实解释。
A tool to convert EBM models to ONNX
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.