Subject archive for "shap"

Code

SHAP and LIME Python Libraries: Part 2 - Using SHAP and LIME

This blog post provides insights on how to use the SHAP and LIME Python libraries in practice and how to interpret their output, helping readers prepare to produce model explanations in their own work. If interested in a visual walk-through of this post, then consider attending the webinar.

By Josh Poduska9 min read

Code

SHAP and LIME Python Libraries: Part 1 - Great Explainers, with Pros and Cons to Both

This blog post provides a brief technical introduction to the SHAP and LIME Python libraries, followed by code and output to highlight a few pros and cons of each. If interested in a visual walk-through of this post, consider attending the webinar.

By Josh Poduska6 min read

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