lightMLFlow-package: lightMLFlow: A Lightweight, Opinionated R Wrapper for the...

In collegevine/lightMLFlow: A Lightweight, Opinionated R Wrapper for the 'MLFlow' REST API

lightMLFlow: A Lightweight, Opinionated R Wrapper for the 'MLFlow' REST API

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.

Author(s)

Maintainer: Matt Kaye [e-mail]

Authors:

• Tony ElHabr [e-mail]

collegevine/lightMLFlow documentation built on Jan. 16, 2024, 5:52 a.m.