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 downloadsdistributional - Vectorised Probability Distributions
Vectorised distribution objects with tools for manipulating, visualising, and using probability distributions. Designed to allow model prediction outputs to return distributions rather than their parameters, allowing users to directly interact with predictive distributions in a data-oriented workflow. In addition to providing generic replacements for p/d/q/r functions, other useful statistics can be computed including means, variances, intervals, and highest density regions.
Last updated 18 days ago
probability-distributionstatisticsvctrs
13.41 score 101 stars 372 dependents 744 scripts 61k 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 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 3 months ago
12.19 score 89 stars 17 dependents 396 scripts 19k downloads
vitae - Curriculum Vitae for R Markdown
Provides templates and functions to simplify the production and maintenance of curriculum vitae.
Last updated 7 months ago
cvozunconf18resumeunconf
10.73 score 1.2k stars 556 scripts 1.2k 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 downloadsfable.prophet - Prophet Modelling Interface for 'fable'
Allows prophet models from the 'prophet' package to be used in a tidy workflow with the modelling interface of 'fabletools'. This extends 'prophet' to provide enhanced model specification and management, performance evaluation methods, and model combination tools.
Last updated 1 years ago
6.48 score 56 stars 107 scripts 729 downloadsggquiver - Quiver Plots for 'ggplot2'
An extension of 'ggplot2' to provide quiver plots to visualise vector fields. This functionality is implemented using a geom to produce a new graphical layer, which allows aesthetic options. This layer can be overlaid on a map to improve visualisation of mapped data.
Last updated 1 years ago
ggplot2plotquivervelocity
5.56 score 51 stars 1 dependents 48 scripts 424 downloads