Gluon Time Series (GluonTS) is the Gluon toolkit for probabilistic time series modeling, focusing on deep learning-based models .
Read moreWhat is probabilistic time series modeling?
Time series forecasting consists in analysing historical signal correlations to anticipate future out- comes . In this work, we focus on probabilistic forecasting in non-stationary contexts, i.e. we aim at producing plausible and diverse predictions where future trajectories can present sharp variations.
Read moreWhat is time series forecasting in data science?
Timeseries forecasting in simple words means to forecast or to predict the future value(eg-stock price) over a period of time .
Read moreHow do I install GluonTS in Python?
Set up the Python Environment so modeltime. gluonts can connect to the gluonts python package.
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