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dials

This package contains tools to create and manage values of tuning parameters and is designed to integrate well with the parsnip package.

The name reflects the idea that tuning predictive models can be like turning a set of dials on a complex machine under duress.

To install:

install.packages("dials")

## for development version:
require("devtools")
install_github("tidymodels/dials")

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Version

Install

install.packages('dials')

Monthly Downloads

27,728

Version

0.0.1

License

GPL-2

Maintainer

Max Kuhn

Last Published

August 13th, 2018

Functions in dials (0.0.1)

grid_regular

Create grids of tuning parameters
merge.model_spec

Merge parameter grid values into a parsnip object
value_validate

Tools for working with parameter values
unknown

Placeholder for unknown parameter values
mtry

Parameter objects related to tree- and rule-based models.
dropout

Parameter objects related to parametric models.
new_quant_param

Tools for creating new parameter objects
weight_func

Parameter objects related to miscellaneous models.
range_validate

Tools for working with parameter ranges