LIME Programming Tutorials & Engineering Articles

This article discusses how Uber has integrated explainability into its machine learning platform, Michelangelo, using Integrated Gradients (IG) to provide interpretable attributions for deep learni...

The article discusses the importance of explainability in machine learning models, particularly through the use of SHAP (SHapley Additive Explanations) and its GPU-accelerated variant, GPUTreeShap.

The article introduces FastTreeSHAP, an open-source Python package designed to accelerate SHAP value computations for tree-based models.

The article discusses LinkedIn's approach to building transparent and explainable AI systems, emphasizing the importance of trust, fairness, and user understanding in AI applications.

The article discusses the application of machine learning (ML) to predict loan delinquencies, emphasizing the importance of model explainability and the benefits of GPU acceleration in enhancing pr...