hubUtils - Core 'hubverse' Utilities

Core set of low-level utilities common across the 'hubverse'. Used to interact with 'hubverse' schema, Hub configuration files and model outputs and designed to be primarily used internally by other 'hubverse' packages. See Reich et al. (2022) <doi:10.2105/AJPH.2022.306831> for an overview of Collaborative Hubs.

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hubverse

7.70 score 6 stars 8 dependents 78 scripts 645 downloads

hubData - Tools for accessing and working with hubverse data

A set of utility functions for accessing and working with forecast and target data from Infectious Disease Modeling Hubs.

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hubverse

6.64 score 7 stars 3 dependents 124 scripts

hubEnsembles - Ensemble Methods for Combining Hub Model Outputs

Functions for combining model outputs (e.g. predictions or estimates) from multiple models into an aggregated ensemble model output.

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hubverse

6.37 score 8 stars 1 dependents 81 scripts 569 downloads

hubValidations - Testing framework for hubverse hub validations

This package aims at providing a simple interface to run validations on data and metadata submitted to a hubverse modeling hub. Validation tests can be run at different levels (single file, single folder, whole repository) and locally as well as part of a continuous integration workflow.

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hubverse

5.63 score 4 stars 1 dependents 54 scripts

hubEvals - Basic tools for scoring hubverse forecasts

Using functionality from the scoringutils package, this software provides basic tools for scoring hubverse forecasts.

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hubverse

5.26 score 5 stars 2 dependents 15 scripts

hubExamples - Example Hub Data

This package provides example data for forecasting and scenario modeling hubs in the hubverse format.

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5.03 score 1 stars 1 dependents 17 scripts

hubAdmin - Utilities for Administering Hubverse Hubs

A set of utility functions for administering 'hubverse' Hubs.

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hubverse

4.34 score 1 stars 2 dependents 26 scripts

hubDevs - Utilities for Creating and Standardising Hubverse Packages

Provides utilities for creating and maintaining Hubverse R packages with consistent structure, documentation, and CI/CD workflows. Includes functions for setting up pkgdown sites, GitHub Actions, README templates, and code formatting standards.

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hubversequarto

4.20 score 3 scripts

hubVis - Plotting methods for hub models output

Plotting methods for hub models output.

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hubverse

4.17 score 3 stars 1 dependents 33 scripts

hubverse - Easily Install and Load the 'hubverse'

A collection of packages that enables collaborative modeling exercises through a unified framework for aggregating, visualizing, and evaluating forecasts. This package is designed to make it easy to install and load multiple 'hubverse' packages in a single step. Learn more at <https://hubverse.io/>.

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3.70 score 5 scripts

hubPredEvalsData - Data Creation for Hub Prediction Evaluations via predevals

This package generates data objects with scores for predictions in a hub, to be displayed on a dashboard using predevals.

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3.32 score 2 stars 1 scripts

hubCI - Toolbox for hubverse Continuous Integration

Functions for setting up hubverse Continuous Integration workflows.

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hubverse

2.88 score 1 dependents 5 scripts

hubStyle - pkgdown template and utilities for hubverse docs

This is a private template for use by hubverse packages. Please don't use it for your own non-hubverse package.

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2.30 score 2 scripts