High-Performance Time Series Analysis with Modeltime

** Abstract **

Matt Dancho, the creator of tidyquant and timetk packages and founder of Business Science, will provide an overview of his Modeltime ecosystem of packages. Modeltime provides a unified framework for tidy time-series analyses with a growing ecosystem of Modeltime forecasting packages including:

• Modeltime (Machine Learning),
• Modeltime H2O (AutoML),
• Modeltime GluonTS (Deep Learning),
• Modeltime Ensemble (Blending Forecasts), and
• Modeltime Resample (Backtesting)