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 5 months ago
14.54 score 531 stars 40 packages 3.9k scripts 31k 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 17 days ago
forecasting
13.56 score 564 stars 6 packages 1.8k scripts 18k 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 9 days ago
12.51 score 294 stars 7 packages 1.2k scripts 15k downloadsfabletools - 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 14 days ago
12.17 score 90 stars 17 packages 318 scripts 21k 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 11 days ago
datasettsibble
8.43 score 25 stars 2 packages 680 scripts 11k downloads