PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random ...

GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 330 million projects.

Consider the Type of Machine Learning Model. The type of machine learning model you are using also plays a crucial role in the selection of explainable AI tools. Some tools are designed for specific ...

“Rather than trying to create models that are inherently interpretable, there has been a recent explosion of work on ‘explainable ML’, where a second (post hoc) model is created to explain ...

Tree-based models have been successfully applied to a wide variety of tasks, including time series forecasting. They are increasingly in demand and widely accepted because of their comparatively high ...

Deep tech; AI models need to be ‘interpretable’ rather than just ‘explainable’ August 6, 2020 - 8:00 am ...