”interpretml“ 的搜索结果

#计算机科学#Fit interpretable models. Explain blackbox machine learning.

webpage for InterpretML

Example/Code for the article on KDNuggets

interpretML

#计算机科学#A notebook exploring the paper "InterpretML: A Unified Framework for Machine Learning Interpretability" (H. Nori, S. Jenkins, P. Koch, and R. Caruana 2019).

Explainable Boosting Machine (EBM) Multiclass Classifier with Shapley Explanations

EBM InterpretML demo

Démonstration Azure InterpretML

#计算机科学#Generate Diverse Counterfactual Explanations for any machine learning model.

A tool to convert EBM models to ONNX

#计算机科学#Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

#自然语言处理#A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.