Shypd.aiThe largest open index of AI toolsModeltime is an R-based tool that unlocks time series forecast models and machine learning in one framework. It provides a streamlined workflow for high-performance time series analysis, making it easier, faster, and more scalable.
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Modeltime is an open-source R package designed to simplify and accelerate high-performance time series analysis and forecasting. It integrates various time series models, including classical methods like ARIMA and ETS, with machine learning algorithms from the `tidymodels` ecosystem, and specialized models like Facebook's Prophet. This unified framework eliminates the need to switch between different tools, allowing users to leverage a wide array of techniques from a single platform. Modeltime emphasizes a streamlined workflow for forecasting, incorporating best practices and supporting advanced capabilities such as ensembling, resampling for backtesting, and scalable modeling for thousands of time series. It is part of a growing ecosystem that includes extensions for H2O AutoML and GluonTS deep learning.
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