Creating APIs for data science with plumber

Creating APIs for data science with plumber - Posit

Creating an API with plumber · 1. Write standard R code. Let's say we want to randomly choose 100 numbers and create a histogram. · 2. Add ...

Making APIs with R Plumber: Examples and Tips | by Gabriel - Medium

GET and POST requests · Serialization · Filters · Endpoints with asynchronous functions · Uploading files · Serving static files · Cross-Origin ...

Unlocking R Functions as RESTful APIs Using Plumber ... - Ploomber

In this guide, we have demonstrated how to create REST APIs with the Plumber package, effectively transforming diverse data science work ...

How to Make an R REST API: A Beginners Guide to Plumber

REST APIs are everywhere around us. Software engineers use them to develop backend logic, and data scientists use them to deploy machine ...

Help-Making APIs in R : r/rstats - Reddit

Plumber is the de facto tool for making R APIs. There's loads ... Data Science vs. the Interruption Culture. 143 upvotes · 41 comments ...

Creating APIs for Data Science With plumber - Posit Community

APIs increase the impact of your data science work. With the plumber package, you can turn your R code into API endpoints so that others can use ...

Easy API building for Data Scientists with R | by Tim M. Schendzielorz

This article by Tim Schendzielorz demonstrates how to build a REST API with the R package Plumber and deploy it within a Docker container.

An API Generator for R • plumber

Plumber allows you to create a web API by merely decorating your existing R source code with roxygen2 -like comments. Take a look at an example. # plumber.R #* ...

Lecture on Plumber, Creating APIs in R with Barret Schloerke

Plumber: Asynchronous Route Execution with Barret Schloerke - Thursday, August 12th 2021. R User Group at Harvard Data Science Initiative•115 ...

Creating APIs in R With Plumber. Put your R code in production

So far, we have created a working API. Mission completed. It can be said to be in production. We did it to automate an R script regarding inputs ...

intro-to-data-science-22-workshop/01-Creating-web-APIs ... - GitHub

This session will introduce you to Plumber, which is an open-source R package that converts your existing R code into a web API. Having the ability to do this ...

Creating APIs in R with Plumber : r/rstats - Reddit

r/datascience icon. r/datascience · I created a 6-week SQL for data science roadmap as a public Github repo. 715 upvotes · 73 comments. r/ ...

How to create an API for your R code - R-bloggers

Learn more by clicking here or by following the links below. The plumber package allows you to convert R functions into API calls. For example, ...

APIs in R with Plumber by James Blair - YouTube

48:02 Go to channel R User Group - Lecture on Plumber, Creating APIs in R with Barret Schloerke R User Group at Harvard Data Science Initiative

frictionless {plumber} api deployments with Nix - Bruno Rodrigues

I already talked about {plumber} here, but in summary, {plumber} allows you to build an api. What is an api? Essentially a service that you can ...

How To Create REST APIs With R Plumber - statworx

Data operations is an increasingly important part of data science because it enables companies to feed large business data back into ...

12 Application Programming Interfaces (APIs) - Data Science Practice

We'll use R again for these examples, leveraging the plumber package to run our API service; if you want to use Python to build an API then you may like to ...

Deploying a simple ML model with Plumber 101

The usual data scientist approach for developing such models ... API for using the model with new data. The model can now be installed ...

James Blaire & Barret Schloerke | Integrating R with Plumber APIs

... APIs in data science and to highlight new features of the Plumber package. Finally, we will look at methods for deploying Plumber APIs to make ...

Recreating the Shiny App tutorial with a Plumber API + React: Part 1

The {plumber} R package helps you create APIs in R, making it easy to share your R code with others. With {plumber}, you can easily turn your R ...