kalepy: a Python package for kernel density estimation, sampling and plotting
Luke Zoltan Kelley
Abstract
Kernel Density Estimation' or 'KDE' The kalepy package presents a Python KDE implementation designed for broad applicability by including numerous features absent in other packages. kalepy provides optional weightings, reflecting boundary conditions, support for an arbitrary number of dimensions, numerous kernel (i.e., window) functions, built-in plotting, and built-in resampling.
Topics & Concepts
Python (programming language)Computer scienceKernel density estimationStatisticsComputer graphics (images)MathematicsProgramming languageEstimatorComputational Physics and Python ApplicationsGalaxies: Formation, Evolution, PhenomenaScientific Research and Discoveries