Artificial Intelligence
Author: Jan Gasthaus
Jan Gasthaus is a Senior Machine Learning Scientist in Amazon’s AWS AI Labs, working mainly on time series forecasting and large-scale probabilistic machine learning. He is passionate about developing novel machine learning solutions for addressing challenging business problems with scalable machine learning systems, all the way from scientific ideation to productization. Prior to joining Amazon, Jan obtained a BSc in Cognitive Science from the University of Osnabrueck, a MSc in Intelligent Systems from UCL, and pursued a PhD at the Gatsby Unit, UCL, focusing on Nonparametric Bayesian methods for sequence data.
Creating neural time series models with Gluon Time Series
We are excited to announce the open source release of Gluon Time Series (GluonTS), a Python toolkit developed by Amazon scientists for building, evaluating, and comparing deep learning–based time series models. GluonTS is based on the Gluon interface to Apache MXNet and provides components that make building time series models simple and efficient. In this […]