InDesign CC ships with new features, including Seamless Update, a What’s New dialog, Color Groups, EPUB enhancements, an Improved Packaging option, Enhanced Data Merge for QR codes, Footnote ...

It is beneficial to zero out gradients when building a neural network. This is because by default, gradients are accumulated in buffers (i.e, not overwritten) whenever ``.backward()`` is called.

Color gradient filament is fun stuff to play with. It lets you make 3D prints that slowly fade from one color to another along the Z-axis. [David Gozzard] wanted to do some printing with this effect, ...

Abstract: We provide a tutorial overview of simulation optimization methods, including statistical ranking & selection (R&S) methods such as indifference-zone procedures, optimal computing budget ...

A GBM is trained by setting the initial model prediction to the mean target value in the training set. The model then iteratively builds regression trees to predict the model’s pseudo-residuals on the ...

Abstract: This article considers the problem of designing a continuous-time dynamical system that solves a constrained nonlinear optimization problem and makes the feasible set forward invariant and ...