R-bloggers - Part 3

tidyAML: Automated Machine Learning with tidymodels

July 14, 2024 | Steven P. Sanderson II, MPH

Introduction Welcome to {tidyAML} which is an R package that makes it easy to use the tidymodels ecosystem to perform automated machine learning (AutoML). This package provides a simple and intuitive interface that allows users to quickly gener... [Read more...]

Some thoughts after a trial run of GitHub’s Copilot Workspace

July 14, 2024 | Joshua W. Lambert

GitHub recently previewed ‘Copilot Workspace’, which aims to use generative AI to assist software developers. Rather than just giving in-line suggestions, as GitHub copilot does, workspace allows users to map out and execute entire projects. We ...

Schedule generator with R

July 13, 2024 | tomaztsql

This sample R code is an implementation one of possible solutions for generating timetable schedule. The proposed solution is based on methods of evolutionary computing, and it uses (1+1) evolutionary strategy and simulated hardening. The success of solution is estimated…Read more ›

Kolkata R User Group: A Rich History with Statistics

July 12, 2024 | R Consortium

The R Consortium recently spoke with Samrit Pramanik of the Kolkata R User Group about his experience starting a new R User Group in India. Samrit highlighted Kolkata’s rich history... The post Kolkata R User Group: A Rich History with Statistics appeared first on R Consortium.

Rhino 1.9.0 Update On CRAN: New Formatting Tools And Cleaner {Bslib} Integration

July 12, 2024 | Kamil Żyła

We’re excited to announce the release of Rhino 1.9, bringing with it some powerful new features for developers. This update focuses on enhancing your coding experience with new formatting tools for JavaScript and Sass, as well as cleaner integration of {bslib} and custom Sass for ultimate flexibility when styling your ...

Some updates about the insurance datasets package (CASdataset)

July 11, 2024 | arthur charpentier

Ten years ago, Computational Actuarial Science with R was published. With Christophe Dutang, we created at the same time an R package, collecting datasets used in the book. It was mainly to give access to the datasets to reproduce the applications, since functions used in the different chapters were coming ...

Unify: How to Eliminate Ambiguity and Achieve Consistent Business Communication

July 11, 2024 | Numbers around us

Hey there! In our fast-paced business world, clear and consistent communication is more crucial than ever. We all know how misunderstandings and ambiguities can throw a wrench into our plans, leading to inefficiencies and missed opportunities. That’s w...

Exploring Random Walks with TidyDensity in R

July 10, 2024 | Steven P. Sanderson II, MPH

Introduction Welcome back, data enthusiasts! Today, we’re diving into the fascinating world of random walks using the TidyDensity R package. If you’re working with time series data, financial modeling, or stochastic processes, understanding ran...

R For SEO Part 6: Using APIs In R

July 10, 2024 | Ben Johnston

R For SEO Part 6: Using APIs In R Wow, we’re at part 6 of my R for SEO series. Welcome back. I really hope you’re finding this useful, and by now have started to use R in your work. Today we’re going to look at one of my ... [Read more...]

Using the FileDateTime Function in VBA from R

July 9, 2024 | Steven P. Sanderson II, MPH

Introduction Welcome back to our series where we explore the synergy between R and VBA! Today, we’re diving into the FileDateTime function in VBA and how you can leverage it within R. This function is incredibly useful for anyone dealing with f...

Better A/B testing with survival analysis

July 9, 2024 | R on Just be-cause

Pic by author - using DALL-E 3 When running experiments don’t forget to bring your survival kit I’ve already made the case in several blog posts (part 1, part 2, part 3) that using survival analysis can improve churn prediction. In this blog post I’ll ... [Read more...]

PowerQuery Puzzle solved with R

July 9, 2024 | Numbers around us

#195–196PuzzlesAuthor: ExcelBIAll files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #197Today we have some warehouse management issue. We were provided with log of products stocked in three ...

R Solution for Excel Puzzles

July 9, 2024 | Numbers around us

Puzzles no. 489–493PuzzlesAuthor: ExcelBIAll files (xlsx with puzzle and R with solution) for each and every puzzle are available on my Github. Enjoy.Puzzle #489Today we get some kind of schedule of appointments, we have time intervals of various lengt...

Time Series Forecasting In R: From Moving Averages To Seasonal ARIMA

July 9, 2024 | Dario Radečić

When it comes to time series forecasting in R, one thing you don’t lack is options. There are dozens of algorithms and their variations you can choose from, and doing so is usually overwhelming to newcomers. That’s where this article chimes in. In the next 15 minutes, you’ll ...

Extracting Strings Before a Space in R

July 8, 2024 | Steven P. Sanderson II, MPH

Introduction Hello, R users! Today, we’ll dive into a common text manipulation task: extracting strings before a space. This is a handy trick for dealing with names, addresses, or any text data where you need to isolate the first part of a stri... [Read more...]

Multilingual Documentation in R Packages

July 8, 2024 | rOpenSci - open tools for open science

We are happy to announce the brand-new R Consortium Multilingual Working Group. This Working Group came about after discussions during the R Project Sprint 2023 and will oversee the implementation of multilingual documentation support in R and organise community translation efforts. Our first project is the (experimental) rhelpi18n package, which ... [Read more...]

Text Data Analysis in R: Understanding grep, grepl, sub and gsub

July 8, 2024 | M. Fatih Tüzen

https://carlalexander.ca/beginners-guide-regular-expressions/ Introduction In text data analysis, being able to search for patterns, validate their existence, and perform substitutions is crucial. R provides powerful base functions like gr...

ShinyProxy 3.1.1: What’s New And How It Improves Scalability And Performance Of Your Shiny Applications

July 8, 2024 | Harsh Verma

ShinyProxy has emerged as a powerful solution for deploying Shiny applications, empowering organizations to share interactive data visualizations and analyses. With its robust feature set, ShinyProxy has simplified the process of managing and scaling Shiny apps for a wide range of use cases. The ShinyProxy 3.1.1 release marks a significant leap ...

Unleashing the Power of TidyDensity: Simplifying Distribution Analysis in R

July 7, 2024 | Steven P. Sanderson II, MPH

Introduction If you’re a data scientist or statistician who often deals with probability distributions, you know the importance of seamlessly integrating these functions into your workflow. That’s where the TidyDensity package comes into play. ...

learningmachine v2.0.0: Machine Learning with explanations and uncertainty quantification

July 7, 2024 | T. Moudiki

learningmachine v2.0.0: Machine Learning with explanations and uncertainty quantification

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