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DESCRIPTION
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Package: lightMLFlow
Title: A Lightweight, Opinionated R Wrapper for the 'MLFlow' REST API
Version: 0.7.1
Authors@R: c(
person("Matt", "Kaye", , "[email protected]", role = c("aut", "cre")),
person("Tony", "ElHabr", , "[email protected]", role = "aut")
)
Description: 'MLFlow' <https://www.mlflow.org/> is an open-source tool for tracking, versioning, and
deploying machine learning models. This package provides a lightweight
R wrapper for the 'MLFlow' REST API <https://www.mlflow.org/docs/latest/rest-api.html>. It makes some assumptions (notably,
that you already have an 'MLFlow' instance running, you want to use S3
for artifact storage, and you intend to deploy models in an (e.g.)
'plumber' API), but, in return, you get some benefits: A simpler API,
not needing 'reticulate', relying on 'aws.s3' where possible, etc.
License: Apache License (>= 2)
Imports:
aws.s3,
base64enc,
checkmate,
git2r,
httr,
jsonlite,
lifecycle,
magrittr,
purrr,
rlang,
stringr,
tibble,
withr
Suggests:
assertthat,
carrier,
covr,
ggplot2,
secret,
testthat (>= 3.0.0)
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.2
Collate:
'client.R'
'experiments.R'
'globals.R'
'lightMLFlow-package.R'
'poorman.R'
'project.R'
'registry.R'
'rest.R'
'runs.R'
'utils-pipe.R'
'utils.R'