How-To Geek on MSN

How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
IEEE

Enhancing Graph Neural Networks for Out-of-Distribution Graph Detection

Abstract: Graph neural networks (GNNs) have shown promise in graph classification tasks, but they struggle to identify out-of-distribution (OOD) graphs often encountered in real-world scenarios, ...
Leicester Mercury

Leicester City player ratings v Portsmouth as Ramsey and Winks excel but subs disappoint

Leicester City were punished for a second-half drop in standards as Portsmouth clinched a draw at the King Power Stadium. City looked well on course to return to the Championship’s top three and keep ...
IEEE

Generalizing Graph Neural Networks on Out-of-Distribution Graphs

Abstract: Graph Neural Networks (GNNs) are proposed without considering the agnostic distribution shifts between training graphs and testing graphs, inducing the degeneration of the generalization ...