AI Topic Modeling
Incorporating generative AI into the topic modeling workflow can automate the interpretability work of the data scientist and greatly improve how stakeholders digest the insights from the topic model.
Piercing the Black Box: LIME
Local Interpretable Model-Agnostic Explanations (LIME) is a Python library designed to provide clear, easy-to-understand explanations of machine learning models and their predictions. It offers various tools for interpreting and visualizing the inner workings of models, making it easier for non-technical stakeholders to grasp the decisions made by complex algorithms.
