tsibble - Tidy Temporal Data Frames and Tools

Provides a 'tbl_ts' class (the 'tsibble') for temporal data in an data- and model-oriented format. The 'tsibble' provides tools to easily manipulate and analyse temporal data, such as filling in time gaps and aggregating over calendar periods.

Last updated 7 months ago

14.47 score 535 stars 40 dependents 4.4k scripts 23k downloads

fable - Forecasting Models for Tidy Time Series

Provides a collection of commonly used univariate and multivariate time series forecasting models including automatically selected exponential smoothing (ETS) and autoregressive integrated moving average (ARIMA) models. These models work within the 'fable' framework provided by the 'fabletools' package, which provides the tools to evaluate, visualise, and combine models in a workflow consistent with the tidyverse.

Last updated 2 months ago

forecastingcpp

13.52 score 564 stars 6 dependents 2.0k scripts 15k downloads

feasts - Feature Extraction and Statistics for Time Series

Provides a collection of features, decomposition methods, statistical summaries and graphics functions for the analysing tidy time series data. The package name 'feasts' is an acronym comprising of its key features: Feature Extraction And Statistics for Time Series.

Last updated 2 months ago

12.58 score 297 stars 7 dependents 1.3k scripts 17k downloads

fabletools - Core Tools for Packages in the 'fable' Framework

Provides tools, helpers and data structures for developing models and time series functions for 'fable' and extension packages. These tools support a consistent and tidy interface for time series modelling and analysis.

Last updated 3 months ago

12.19 score 89 stars 17 dependents 396 scripts 19k downloads

tsibbledata - Diverse Datasets for 'tsibble'

Provides diverse datasets in the 'tsibble' data structure. These datasets are useful for learning and demonstrating how tidy temporal data can tidied, visualised, and forecasted.

Last updated 2 months ago

datasettsibble

8.30 score 25 stars 2 dependents 692 scripts 7.7k downloads