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spsanderson / healthyR.ai

healthyR.ai - AI package for the healthyverse
http://www.spsanderson.com/healthyR.ai/
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16 stars 6 forks source link
ai artificial-intelligence healthcareanalytics healthyr healthyverse machine-learning r

readme

healthyR.ai

CRAN_Status_Badge Lifecycle: experimental PRs Welcome

The goal of healthyR.ai is to create a verb framework that allows for easy exploration, transformation and modeling of data.

Installation

You can install the released version of healthyR.ai from CRAN with:

install.packages("healthyR.ai")

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("spsanderson/healthyR.ai")

Example

This is a basic example which shows you how to solve a common problem:

library(healthyR.ai)
#> 
#> == Welcome to healthyR.ai ===========================================================================
#> If you find this package useful, please leave a star: 
#>    https://github.com/spsanderson/healthyR.ai'
#> 
#> If you encounter a bug or want to request an enhancement please file an issue at:
#>    https://github.com/spsanderson/healthyR.ai/issues
#> 
#> Thank you for using healthyR.ai
library(ggplot2)

data_tbl <- tibble::tibble(
        day = sample(c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday"),
                     100, TRUE),
        person = sample(c("Tom", "Jane", "Alex"), 100, TRUE),
        count = rbinom(100, 20, ifelse(day == "Friday", .5, .2)),
        date = Sys.Date() - sample.int(100))

my_chart <- hai_control_chart(data_tbl, count, date)
my_chart +
    ylab("Number of Adverse Events") +
    scale_x_date(name = "Week of ... ", date_breaks = "week") +
    theme(axis.text.x = element_text(angle = -90, vjust = 0.5, hjust=1))