treehfd is a Python module to compute the Hoeffding functional decomposition of XGBoost models (Chen and Guestrin, 2016) with dependent input variables, using the TreeHFD algorithm. This decomposition ...

Functional strength training involves exercises that mimic everyday activities, such as climbing stairs. It aims to improve people’s movement in their daily lives or their performance in certain ...

Living in a tiny home is not just an alternative housing option; it's a lifestyle choice that champions freedom, simplicity, and sustainability. And when it comes to tiny house designs, we believe the ...

Forbes contributors publish independent expert analyses and insights. Jess Cording is a dietitian and health coach who covers wellness. As alcohol intake has decreased, especially in younger ...

Mastering decomposition—the skill of breaking down complexity into manageable chunks—can help if you're easily overwhelmed by anxiety, procrastinate, have difficulty concentrating due to depression, ...

Generally speaking, it’s usually a win when things are functional. Functional fitness, for example, focuses on movement patterns you use in everyday life. Functional fashion might bring to mind ...

Abstract: This article proposes methods for reachability analysis of nonlinear systems, including those in closed loop with nonlinear controllers such as neural networks. The methods combine hybrid ...

The object-oriented paradigm popularized by languages including Java and C++ has slowly given way to a functional programming approach that is advocated by popular Python libraries and JavaScript ...