KÄlÄ«: Time series data modeler
Abstract
The fully parallelized and vectorized software package KÄlÄ« models time series data using various stochastic processes such as continuous-time ARMA (C-ARMA) processes and uses Bayesian Markov Chain Monte-Carlo (MCMC) for inferencing a stochastic light curve. KÄlÄ« is written in c++ with Python language bindings for ease of use. KÄlÄ« is named jointly after the Hindu goddess of time, change, and power and also as an acronym for KArma LIbrary.
- Publication:
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Astrophysics Source Code Library
- Pub Date:
- July 2016
- Bibcode:
- 2016ascl.soft07013K
- Keywords:
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- Software