tidypredict

Run Predictions Inside the Database

It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger() and earth() models.

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Description file content

Package
tidypredict
Version
0.3.0
Title
Run Predictions Inside the Database
Description
It parses a fitted 'R' model object, and returns a formula in 'Tidy Eval' code that calculates the predictions. It works with several databases back-ends because it leverages 'dplyr' and 'dbplyr' for the final 'SQL' translation of the algorithm. It currently supports lm(), glm(), randomForest(), ranger() and earth() models.
Depends
R (>= 3.1)
Imports
dplyr(>= 0.7), rlang, purrr, knitr
Suggests
dbplyr, testthat, randomForest, ranger, earth, rmarkdown, nycflights13, RSQLite, methods, DBI, covr
License
GPL-3
URL
BugReports
https://github.com/edgararuiz/tidypredict/issues
RoxygenNote
6.1.1
Encoding
UTF-8
NeedsCompilation
no
Packaged
2019-01-10 01:04:26 UTC; edgar
Author
Edgar Ruiz [aut, cre]
Maintainer
Edgar Ruiz
Repository
CRAN
Date/Publication
2019-01-10 07:00:03 UTC

install.packages('tidypredict')

0.3.0

11 days ago

http://tidypredict.netlify.com/

Edgar Ruiz

GPL-3

Depends on

R (>= 3.1)

Imports

dplyr(>= 0.7), rlang, purrr, knitr

Suggests

dbplyr, testthat, randomForest, ranger, earth, rmarkdown, nycflights13, RSQLite, methods, DBI, covr

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