pgmuvi 0.1.0rc4

A python package to interpret multiwavelength astronomical timeseries with GPs

pgmuvi

Python gaussian processes for multiwavelength variability inference

pgmuvi is based on GPyTorch and intended for us in infering the properties of astronomical sources with multiwavelength variability. It uses spectral-mixture kernels to learn an approximation of the PSD of the variability, which have been shown to be very effective for pattern discovery (see https://arxiv.org/pdf/1302.4245.pdf).