Here we offer packages to visualize and analyze high dimensional chemical potential diagram, convex hull phase diagrams, and Pourbaix diagrams. To use pymatgen, you need to generate an API key. This ...

Empirically verifying stochastic gradient descent's (SGD) theoretical error bound for convex functions via logistic regression loss function. The theoretical error ...

Abstract: We study Voronoi diagrams for distance functions that add together two convex functions, each taking as its argument the difference between Cartesian coordinates of two planar points. When ...

Abstract: A longstanding problem in statistics pertains to the estimation of probability density functions of continuous random variables from a finite set of their samples. In this paper, we propose ...