GitHub

Material Palette: Extraction of Materials from a Single Image (CVPR 2024)

This is the official repository of Material Palette. In a nutshell, the method works in three stages: first, concepts are extracted from an input image based on a user-provided mask; then, those ...
GitHub

Explain XGBoost models with the Hoeffding functional decomposition.

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 ...
Frontiers

Manifold alteration between major depressive disorder and healthy control subjects using dynamic mode decomposition in resting-state fMRI data

The World Health Organization has reported that approximately 300 million individuals suffer from the mood disorder known as MDD. Non-invasive measurement techniques have been utilized to reveal the ...
PNAS

Independent Markov decomposition: Toward modeling kinetics of biomolecular complexes

Molecular simulations of proteins are often interpreted using Markov state models (MSMs), in which each protein configuration is assigned to a global state. As we explore larger and more complex ...