no code implementations • 13 Jan 2021 • Franz J. Király, Markus Löning, Anthony Blaom, Ahmed Guecioueur, Raphael Sonabend
In particular, we develop a conceptual model for the AI/ML domain, with a new type system, called scientific types, at its core.
1 code implementation • 16 May 2020 • Markus Löning, Franz Király
In particular, we further investigate the potential of simple off-the-shelf machine learning approaches for univariate forecasting.
no code implementations • 17 Sep 2019 • Markus Löning, Anthony Bagnall, Sajaysurya Ganesh, Viktor Kazakov, Jason Lines, Franz J. Király
We present sktime -- a new scikit-learn compatible Python library with a unified interface for machine learning with time series.
no code implementations • 12 Sep 2019 • Anthony Bagnall, Franz Király, Markus Löning, Matthew Middlehurst, George Oastler
We demonstrate correctness through equivalence of accuracy on a range of standard test problems and compare the build time of the different implementations.