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 3 months ago

forecastingcpp

13.52 score 565 stars 6 dependents 2.1k scripts 16k downloads

distributional - 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 2 months ago

probability-distributionstatisticsvctrs

13.50 score 101 stars 384 dependents 744 scripts 82k 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 4 months ago

12.41 score 299 stars 7 dependents 1.4k scripts 14k 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 1 months ago

12.18 score 91 stars 18 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 9 months ago

cvozunconf18resumeunconf

10.75 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 4 months ago

datasettsibble

8.46 score 25 stars 2 dependents 740 scripts 10k downloads

fable.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 758 downloads

ggquiver - 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 642 downloads

fromhere - File Paths Relative to Project Roots

Provides a set of helper functions for constructing file paths relative to the root of various types of projects, such as R packages, Git repositories, and more. File paths are specified with function arguments, or `$` to navigate into folders to specific files supported by auto-completion.

Last updated 2 months ago

3.70 score 242 downloads