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Packages

Blog Posts tagged Packages#

Rapp 0.3.0

Rapp is an R front-end (like Rscript) that turns simple scripts into polished CLIs, with automatic argument parsing, generated help, and support for commands and installable launchers

Tomasz Kalinowski

Feb 18, 2026

tidyverse yaml Best Practices Rlib Packages Programming Tidyverse

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mirai 2.6.0

mirai 2.6.0 brings an HTTP launcher for cloud and Posit Workbench, a C-level dispatcher for near-zero overhead task dispatch, and new tools for racing and debugging async tasks

Charlie Gao

Feb 12, 2026

tidyverse mirai Best Practices Parallelism Rlib Tidyverse Packages

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`dplyr::if_else()` and `dplyr::case_when()` are up to 30x faster

`dplyr::if_else()` and `dplyr::case_when()` are up to 30x faster

dplyr 1.2.0 comes with much faster and more memory efficient if_else() and case_when() functions!

Davis Vaughan

Feb 10, 2026

tidyverse dplyr Data Wrangling Tidyverse Packages

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nanonext 1.8.0

nanonext 1.8.0 adds a low-level streaming HTTP/WebSocket server to R’s web infrastructure, with TLS support, new async primitives, and redesigned documentation

Charlie Gao

Feb 9, 2026

tidyverse nanonext Best Practices Rlib Tidyverse Packages

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dplyr 1.2.0

dplyr 1.2.0 fills in some important gaps in dplyr’s API: we’ve added a new complement to filter() focused on dropping rows, and we’ve expanded the case_when() family with three new recoding and replacing functions!

Davis Vaughan

Feb 4, 2026

tidyverse dplyr Data Wrangling Tidyverse Packages

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ragnar 0.3.0

The new release of ragnar adds faster ingestion, new embedding providers, improved retrieval, and new integrations for using ragnar stores from tools

Tomasz Kalinowski

Jan 27, 2026

tidyverse ragnar Artificial Intelligence AI Tidyverse Packages

blog post

plumber2 0.2.0

The next version of plumber2 has hit CRAN. Read all about the new features such as OpenTelemetry (OTEL) support, authentication, new tags, and performance improvements here

Thomas Lin Pedersen

Jan 20, 2026

tidyverse plumber2 Interactive Apps Web Tidyverse Packages

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orbital 0.4.0

orbital 0.4.0 is on CRAN! orbital now has post processing support

Emil Hvitfeldt

Jan 12, 2026

tidyverse tidymodels orbital Machine Learning Tidyverse Packages

blog post

yaml12: YAML 1.2 for R and Python

We’re pleased to announce two new YAML 1.2 packages: yaml12 for R and py-yaml12 for Python. Both are implemented in Rust and designed for fast, predictable YAML 1.2 parsing, with safe opt-in tag handling and document stream support

Tomasz Kalinowski

Jan 7, 2026

tidyverse yaml Best Practices Python Rust Tidyverse Packages

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tidypredict 1.0.0

tidypredict 1.0.0 brings faster computations for tree-based models, more efficient tree representations, glmnet model support, and a change in how random forests are handled

Emil Hvitfeldt

Dec 10, 2025

tidyverse tidymodels tidypredict orbital Machine Learning Tidyverse Packages

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Two New tidymodels Packages

Two new tidymodels packages focus on supervised feature selection

Frances Lin, Max Kuhn

Nov 22, 2025

tidyverse tidymodels Machine Learning Feature-Selection Tidyverse Packages

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ellmer 0.4.0

ellmer 0.4.0 includes important lifecycle updates, new Claude features (caching, file uploads, web tools), OpenAI improvements, and enhancements to error handling, pricing tracking, and security

Hadley Wickham

Nov 18, 2025

tidyverse ellmer Artificial Intelligence Tidyverse Packages

blog post

testthat 3.3.0

testthat 3.3.0 brings improved expectations with better error messages, new expectations for common testing patterns, and lifecycle changes including the removal of local_mock() and with_mock(). It also includes a write-up of my experience doing package development with Claude Code

Hadley Wickham

Nov 13, 2025

tidyverse testthat devtools Best Practices Tidyverse Packages

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pkgdown 2.2.0

The latest version of pkgdown automatically builds markdown files that make it easy for LLMs to use your website

Hadley Wickham

Nov 6, 2025

tidyverse pkgdown Best Practices Tidyverse Packages

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tune version 2.0.0

A new version of tune brings significant updates for model tuning and parallel processing

Max Kuhn, Simon Couch, Emil Hvitfeldt, Hannah Frick

Nov 5, 2025

tidyverse tidymodels Machine Learning Postprocessing Parallel Processing Tidyverse Packages

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stringr 1.6.0

This release deprecates str_like(ignore_case) and changes the behaviour of str_replace_all() for function replacements. It also introduces str_ilike() for case-insensitive SQL-like pattern matching, three new case conversion functions (str_to_camel(), str_to_snake(), and str_to_kebab()), and preserves names in all relevant functions

Hadley Wickham

Nov 4, 2025

tidyverse stringr Data Wrangling Tidyverse Packages

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purrr 1.2.0

This release tightens up the package by removing long-deprecated functions, making map_chr() and predicate functions more type-safe, and requiring a newer version of carrier to make in_parallel() use easier. It also includes performance improvements to every(), some(), and none(), as well as a new getting started vignette

Hadley Wickham

Nov 4, 2025

tidyverse purrr Data Wrangling Tidyverse Packages

blog post

ggplot2 styling

This post discusses one function in ggplot2: theme(). Find out about the glamour of graphics in this deep-dive article

Teun Van den Brand

Oct 1, 2025

ggplot2 Visualization Tidyverse Packages

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plumber2 0.1.0

plumber2, a complete rewrite of plumber, has landed on CRAN, providing a modern, future proof solution for creating web servers in R. Read all about the new features here

Thomas Lin Pedersen

Sep 23, 2025

tidyverse plumber2 Interactive Apps Web Tidyverse Packages

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ggplot2 4.0.0

A new major version of ggplot2 has been released on CRAN. Find out what is new here

Teun Van den Brand

Sep 11, 2025

tidyverse ggplot2 Visualization Tidyverse Packages

blog post

mirai 2.5.0

mirai - minimalist async evaluation framework for R - brings production-grade parallel and distributed computing to the ecosystem

Charlie Gao

Sep 5, 2025

tidyverse mirai Best Practices Parallelism Tidyverse Packages

blog post

nanonext 1.7.0

nanonext is a communications and concurrency toolbox that facilitates fast, powerful and reliable data exchange in polyglot data science workflows

Charlie Gao

Sep 2, 2025

tidyverse nanonext Best Practices Tidyverse Packages

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ragnar 0.2

ragnar 0.2 introduces a tidy, transparent toolkit for building Retrieval-Augmented Generation (RAG) pipelines in R

Tomasz Kalinowski

Aug 20, 2025

tidyverse ragnar Artificial Intelligence AI Tidyverse Packages

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quarto R package v1.5.0: Streamlined Workflows for R Users

The quarto R package 1.5.0 brings powerful new features for passing R values to Quarto metadata, inserting Markdown in HTML tables, working with R scripts, building paths from Quarto projects, and automating Quarto CLI from R

Christophe Dervieux

Jul 28, 2025

Quarto Publishing Quarto Packages Knitr Releases

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ellmer 0.3.0

The newest version of ellmer introduces a simpler chat() interface that can works with any provider, a bunch of improvements to tool calling, and a handful of smaller quality of life improvements

Hadley Wickham

Jul 25, 2025

tidyverse ellmer Artificial Intelligence AI Tidyverse Packages

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R and the Model Context Protocol

The newly released mcptools package makes coding assistants better at writing R code and applications built with ellmer more powerful

Simon Couch

Jul 21, 2025

tidyverse ellmer Artificial Intelligence AI Tidyverse Packages

blog post

httr2 1.2.0

httr2 1.2.0 improves security for redacted headers, improves URL parsing and building, enhances debugging, and includes a bunch of other quality of life improvements

Hadley Wickham

Jul 14, 2025

tidyverse httr2 Data Wrangling Tidyverse Packages

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webR 0.5.4

webR 0.5.4 brings the latest version of R to the browser, with sharing URLs, an upgraded Emscripten runtime, and filesystem support for JupyterLite

George Stagg

Jul 11, 2025

Interactive Apps Webr Wasm Tidyverse Packages

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Parallel processing in purrr 1.1.0

The functional programming toolkit for R gains new capabilities for parallel processing and distributed computing using mirai

Charlie Gao, Hadley Wickham, Davis Vaughan, Lionel Henry

Jul 10, 2025

tidyverse purrr Data Wrangling Parallelism Tidyverse Packages

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Introducing vitals, a toolkit for evaluating LLM products in R

Introducing vitals, a toolkit for evaluating LLM products in R

The first release of vitals, a package for large language model evaluation in R, just made it to CRAN

Simon Couch

Jun 27, 2025

tidyverse ellmer Artificial Intelligence AI Tidyverse Packages

blog post

duckplyr fully joins the tidyverse!

duckplyr 1.1.0 is on CRAN! A drop-in replacement for dplyr, powered by DuckDB for speed. It is the most dplyr-like of dplyr backends

Kirill Müller, Maëlle Salmon

Jun 19, 2025

tidyverse duckplyr dplyr Data Wrangling Tidyverse Packages

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ellmer 0.2.0

ellmer 0.2.0 lands with a swag of upgrades: Garrick Aden‑Buie joins the team, we make a couple of breaking changes, and add serious scale with parallel_chat() and batch_chat(). A new params() helper standardises model settings across providers and chats now report how much they cost. The release also tidies chat_* names, bumps default models and adds Hugging Face, Mistral AI, and Portkey connectors

Hadley Wickham

May 28, 2025

tidyverse ellmer Artificial Intelligence AI Tidyverse Packages

blog post

svglite 2.2.0

A new release of svglite has arrived, and with it full support for all the latest capabilities of the R Graphics Engine. Further, it finalizes the new approach to handling web fonts and font embedding in the created SVGs

Thomas Lin Pedersen

May 7, 2025

tidyverse svglite Visualization Graphic-Device Graphics Tidyverse Packages

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recipes 1.3.0

This release brings changes for strings_as_factors, step_select(), step_dummy(), and step_impute_bag()

Emil Hvitfeldt

Apr 28, 2025

tidyverse tidymodels recipes Machine Learning Tidyverse Packages

blog post

scales 1.4.0

The new 1.4.0 release of the scales package adds some colourful updates. Read about colour manipulation, palettes and new label functions

Teun Van den Brand

Apr 23, 2025

tidyverse scales Visualization Tidyverse Packages

blog post

rsample 1.3.0

This release brings more flexibilty to the grouping of bootstrap confidence intervals. It also contains many contributions from the tidyverse developer day

Hannah Frick

Apr 3, 2025

tidyverse tidymodels rsample Machine Learning Tidyverse Packages

blog post

Improved sparsity support in tidymodels

The tidymodels ecosystem now fully supports sparse data as input, output, and in creation

Emil Hvitfeldt

Mar 19, 2025

tidyverse tidymodels recipes parsnip workflows Machine Learning Tidyverse Packages

blog post

nanoparquet 0.4.0

nanoparquet 0.4.0 comes with a new and much faster read_parquet(), configurable type mappings in write_parquet(), and a new append_parquet()

Gábor Csárdi

Jan 28, 2025

nanoparquet Data Wrangling Parquet Tidyverse Packages

blog post

httr2 1.1.0

httr2 1.1.0 introduces powerful new streaming capabilities with req_perform_connection(), as well as comprehensive URL manipulation tools, improved AWS support, and a bunch of bug fixes

Hadley Wickham

Jan 20, 2025

tidyverse httr2 Data Wrangling Tidyverse Packages

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orbital 0.3.0

orbital 0.3.0 is on CRAN! orbital now has classification support

Emil Hvitfeldt

Jan 13, 2025

tidyverse tidymodels orbital Machine Learning Tidyverse Packages

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S7 0.2.0

S7 is a new package that simplifies object-oriented programming (OOP) in R. It combines the simplicity of S3 with the structure of S4 to create a clearer system that’s accessible to everyone

Tomasz Kalinowski, Hadley Wickham

Nov 7, 2024

Best Practices S7 Tidyverse Packages

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patchwork 1.3.0

patchwork 1.3.0 has just been released bringing refinements to the free() function and full on support for gt tables

Thomas Lin Pedersen

Sep 13, 2024

tidyverse gt ggplot2 Visualization Patchwork Tidyverse Packages

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recipes 1.1.0

recipes 1.1.0 is on CRAN! recipes now have better input checking and quality of life errors

Emil Hvitfeldt

Jul 8, 2024

tidyverse tidymodels recipes Machine Learning Tidyverse Packages

blog post

pkgdown 2.1.0

pkgdown 2.1.0 includes two major new features: support for quarto vignettes and a “light switch” that lets the reader switch between light and dark mode. It also contains a bunch of other improvements to both the user and the developer experience

Hadley Wickham

Jul 8, 2024

tidyverse devtools pkgdown Best Practices Tidyverse Packages

blog post

bonsai 0.3.0

A new release of the parsnip extension package bonsai introduces support for oblique random forests for classification and regression to tidymodels

Simon Couch

Jun 25, 2024

tidyverse tidymodels parsnip bonsai Machine Learning Tidyverse Packages

blog post

nanoparquet 0.3.0

Nanoparquet is a new R package that can read and write (flat) Parquet files. This post covers its features and limitations

Gábor Csárdi

Jun 20, 2024

nanoparquet Data Wrangling Parquet Tidyverse Packages

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marquee 0.1.0

The initial release brings markdown awareness to grid and ggplot2 to allow for rich text formatting in R graphics

Thomas Lin Pedersen

May 29, 2024

tidyverse marquee ggplot2 Visualization Tidyverse Packages

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News from the sparkly-verse

Highlights to the most recent updates to sparklyr and friends

Edgar Ruiz

Apr 22, 2024

MLOps and Admin Data Wrangling AI Packages Releases Spark

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tune 1.2.0

While we’ve written about survival analysis and machine learning fairness already, the newest tune release includes a number of other major changes

Simon Couch

Apr 18, 2024

tidyverse tidymodels tune Machine Learning Parallelism Tidyverse Packages

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Tidyverse developer day 2024

Join the tidyverse team in Seattle on August 15 for a day of fun and programming to improve the tidyverse!

Hadley Wickham

Apr 9, 2024

tidyverse Community Tidyverse-Dev-Day Tidyverse Packages

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dbplyr 2.5.0

dbplyr 2.5.0 brings improved syntax for referring to tables nested in schemas and catalogs along with a bunch of minor SQL generation improvements

Hadley Wickham

Apr 8, 2024

tidyverse dbplyr Data Wrangling Tidyverse Packages

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Chat with AI in RStudio

Interact with Github Copilot and OpenAI’s GPT (ChatGPT) models directly in RStudio. The chattr Shiny add-in makes it easy for you to interact with these and other Large Language Models (LLMs)

Edgar Ruiz

Apr 4, 2024

rstudio Artificial Intelligence AI Generative Models Packages Releases

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webR 0.3.1

webR 0.3.1 is now available at npm, GitHub, and via CDN. Take a look at what’s new in this release

George Stagg

Apr 2, 2024

Interactive Apps Webr Webassembly Wasm Tidyverse Packages

blog post

ggplot2 3.5.0: Introducing: coord_radial()

ggplot2 3.5.0: Introducing: coord_radial()

Introducing a new polar coordinate system that supersedes the old coord_polar(). Read on about the new coord_radial()

Teun Van den Brand

Mar 1, 2024

tidyverse ggplot2 Visualization Ggplot2-3-5-0 Tidyverse Packages

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ggplot2 3.5.0: Axes

The 3.5.0 version of ggplot2 comes with an overhaul of the guide system. Read here what is new for axes

Teun Van den Brand

Feb 28, 2024

tidyverse ggplot2 Visualization Ggplot2-3-5-0 Tidyverse Packages

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ggplot2 3.5.0: Legends

The 3.5.0 version of ggplot2 comes with an overhaul of the guide system. Read here what is new for legends

Teun Van den Brand

Feb 26, 2024

tidyverse ggplot2 Visualization Ggplot2-3-5-0 Tidyverse Packages

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ggplot2 3.5.0

ggplot2 3.5.0 is now on CRAN. Discover what is new in this release

Teun Van den Brand

Feb 23, 2024

tidyverse ggplot2 Visualization Ggplot2-3-5-0 Tidyverse Packages

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bigrquery 1.5.0

This release fixes a bunch of annoyances and catches up with innovations in DBI and dbplyr

Hadley Wickham

Jan 22, 2024

tidyverse bigrquery Data Wrangling Tidyverse Packages

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withr 3.0.0

withr is the tidyverse solution for automatically cleaning up after yourselves (temporary files, options, etc). This milestone makes withr much faster

Lionel Henry

Jan 18, 2024

tidyverse withr Best Practices Rlib Tidyverse Packages

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roxygen2 7.3.0

This release automatically warns if you forget to export an S3 method, regenerates the NAMESPACE before documenting the rest of the package, and does a better job generating aliases for the package documentation topic

Hadley Wickham

Jan 11, 2024

tidyverse roxygen2 Best Practices Tidyverse Packages

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scales 1.3.0

scales 1.3.0 is a minor release focusing on streamlining the API and gradual improvements of the existing utilities

Thomas Lin Pedersen

Nov 27, 2023

tidyverse scales Visualization Tidyverse Packages

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httr2 1.0.0

httr2 is the successor to httr, providing a pipeable interface to generate HTTP requests and handle the responses. It’s focussed on the needs of an R user wrapping a modern web API, but is flexible enough to handle just about any HTTP related task

Hadley Wickham

Nov 14, 2023

tidyverse httr2 httr Data Wrangling Tidyverse Packages

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dbplyr 2.4.0

dbplyr 2.4.0 brings improvements to SQL generation, better control over the generated SQL, some new translations, and a bunch of backend specific improvements

Hadley Wickham

Oct 26, 2023

tidyverse dplyr dbplyr Data Wrangling Tidyverse Packages

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testthat 3.2.0

Catch up on the last two years of testthat development which includes improved documentation, new expectations, a new style for error snapshots, support for mocking, a new way to detect if a test has changed global state, and a handful of UI improvements

Hadley Wickham

Oct 8, 2023

tidyverse testthat devtools Best Practices Tidyverse Packages

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pak 0.6.0

pak installs R packages from various sources. pak is fast, safe and convenient. This post shows the improvements in system requirements support on Linux, in the just released pak 0.6.0 version

Gábor Csárdi

Sep 5, 2023

pak Best Practices Tidyverse Packages

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New interface to validation splits

The latest releases of rsample and tune provide a new interface to validation sets as a three-way split

Hannah Frick

Aug 25, 2023

tidyverse tidymodels rsample tune Machine Learning Tidyverse Packages

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gmailr 2.0.0

gmailr 2.0.0 streamlines the auth process and makes it easier to use gmailr in a cloud or deployed context

Jennifer Bryan

Jun 29, 2023

tidyverse gmailr gargle Data Wrangling Tidyverse Packages

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safetensors 0.1.0

Announcing safetensors, a new R package allowing for reading and writing files in the safetensors format

Daniel Falbel

Jun 15, 2023

Machine Learning AI Packages Releases

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torch 0.11.0

torch v0.11.0 is now on CRAN. This release features much-enhanced support for executing JIT operations. We also amended loading of model parameters, and added a few quality-of-life improvements, like support for temporarily modifying the default torch device, support for specifying data types as strings, and many more

Daniel Falbel

Jun 7, 2023

Machine Learning AI Torch Packages Releases

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desirability2

The desirability2 package, for multivariable optimization, is now on CRAN

Max Kuhn

May 17, 2023

tidyverse tidymodels Machine Learning Desirability Optimization Tidyverse Packages

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censored 0.2.0

censored 0.2.0 is on CRAN! censored has two new engines for random forests and parametric survival models

Hannah Frick

Apr 19, 2023

tidyverse tidymodels parsnip censored Machine Learning Tidyverse Packages

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Writing performant code with tidy tools

When performance becomes an issue for code using tidy interfaces, switching to the backend tools used by tidy developers can offer substantial speedups

Simon Couch

Apr 18, 2023

tidyverse vctrs Best Practices Packages Tidyverse Programming

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luz 0.4.0

luz v0.4.0 is now on CRAN. This release adds support for training models on ARM Mac GPUs, reduces the overhead of using luz, and makes it easier to checkpoint and resume failed runs

Daniel Falbel

Apr 17, 2023

Machine Learning AI Torch Packages Releases

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torch 0.10.0

torch v0.10.0 is now on CRAN. This version upgraded the underlying LibTorch to 1.13.1, and added support for Automatic Mixed Precision. As an experimental feature, we now also support pre-built binaries, so you can install torch without having to deal with the CUDA installation

Daniel Falbel

Apr 14, 2023

Machine Learning AI Torch Packages Releases

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Deep Learning and Scientific Computing with R torch: the book

Deep Learning and Scientific Computing with R torch: the book

Please allow us to introduce Deep Learning and Scientific Computing with R torch. Released in e-book format today, and available freely online, this book starts out by introducing torch basics. From there, it moves on to various deep-learning use cases. Finally, it shows how to use torch for more general topics, such as matrix computations and the Fourier Transform

Sigrid Keydana

Apr 5, 2023

Machine Learning Best Practices AI Torch Meta Concepts Packages Releases

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dplyr 1.1.1

dplyr 1.1.1 is on CRAN! This patch release includes a number of performance regression fixes along with refinements to the multiple match join warnings that result in warnings being thrown much less often

Davis Vaughan

Mar 22, 2023

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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tidyverse 2.0.0

Now including lubridate!

Hadley Wickham

Mar 8, 2023

tidyverse Data Wrangling Tidyverse Packages

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dtplyr 1.3.0

dtplyr brings initial support for dplyr 1.1.0 features, new translations, and a breaking change

Hadley Wickham

Feb 24, 2023

tidyverse dplyr dtplyr Data Wrangling Tidyverse Packages

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dplyr 1.1.0: `pick()`, `reframe()`, and `arrange()`

dplyr 1.1.0: `pick()`, `reframe()`, and `arrange()`

This final post contains a grab-bag of new features, including: pick() for column selection inside of data-masking functions, reframe() as the new home for summarise()’s multi-row behavior, and major performance improvements to arrange()

Davis Vaughan

Feb 7, 2023

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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dplyr 1.1.0: The power of vctrs

All of the dplyr vector functions, like between() and case_when(), are now powered by vctrs. We’ve also added two powerful new helpers: case_match() and consecutive_id()

Davis Vaughan

Feb 2, 2023

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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dplyr 1.1.0: Per-operation grouping

dplyr now supports an experimental per-operation grouping syntax. This serves as an alternative to group_by() and always returns an ungrouped data frame, meaning that you never need to remember to ungroup()

Davis Vaughan

Feb 1, 2023

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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dplyr 1.1.0: Joins

In dplyr 1.1.0, joins have been greatly reworked, including a new way to specify join columns, support for inequality, rolling, and overlap joins, and two new quality control arguments

Davis Vaughan

Jan 31, 2023

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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forcats 1.0.0

There are no major new features in this version of forcats, but the 1.0.0 label now clearly advertises that this a stable member of the tidyverse

Hadley Wickham

Jan 30, 2023

tidyverse forcats Data Wrangling Tidyverse Packages

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tidyr 1.3.0

tidyr 1.3.0 brings a new family of string separating functions, along with improvements to unnest_longer(), unnest_wider(), pivot_longer(), and nest()

Hadley Wickham

Jan 24, 2023

tidyverse tidyr Data Wrangling Tidyverse Packages

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AO, NAO, ENSO: A wavelet analysis example

AO, NAO, ENSO: A wavelet analysis example

El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), and Arctic Oscillation (AO) are atmospheric phenomena of global impact that strongly affect people’s lives. ENSO, first and foremost, brings with it floods, droughts, and ensuing poverty, in developing countries in the Southern Hemisphere. Here, we use the new torchwavelets package to comparatively inspect patterns in the three series

Sigrid Keydana

Jan 19, 2023

Machine Learning AI Torch Packages Releases Time Series

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dbplyr 2.3.0

dbplyr 2.3.0 brings improvements to SQL generation, improved error messages, a handful of new translations, and a bunch of backend specific improvements

Hadley Wickham

Jan 16, 2023

tidyverse dplyr dbplyr Data Wrangling Tidyverse Packages

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purrr 1.0.0

purrr 1.0.0 brings a basket of updates. We deprecated a number of seldom used functions to hone in on the core purpose of purrr and implemented a swath of new features including progress bars, improved error reporting, and much much more!

Hadley Wickham

Dec 20, 2022

tidyverse purrr Data Wrangling Tidyverse Packages

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tidyclust is on CRAN

Tidyclust is on CRAN. tidyclust provides a common interface for specifying clustering models, in the same style as parsnip

Emil Hvitfeldt

Dec 6, 2022

tidyverse tidymodels tidyclust Machine Learning Tidyverse Packages

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stringr 1.5.0

It’s been a long three years but a new version of stringr is now on CRAN! This release includes a bunch of small but useful new functions and some increased consistency with the rest of the tidyverse

Hadley Wickham

Dec 5, 2022

tidyverse stringr Data Wrangling Tidyverse Packages

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Model Calibration

Model Calibration is coming to tidymodels. This post covers the new plotting functions, and our plans for future enhancements

Edgar Ruiz

Nov 29, 2022

probably tidymodels Machine Learning Model Plots Tidyverse Packages

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dplyr 1.1.0 is coming soon

dplyr 1.1.0 is coming soon! This post introduces some of the exciting new features coming in 1.1.0, and includes a call-for-feedback as we finalize the release

Davis Vaughan

Nov 28, 2022

tidyverse dplyr Data Wrangling Dplyr-1-1-0 Tidyverse Packages

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ggplot2 3.4.0

ggplot2 3.4.0 is now on CRAN. Read all about the (mostly internal) changes that make up this release

Thomas Lin Pedersen

Nov 7, 2022

tidyverse ggplot2 Visualization Graphics Tidyverse Packages

blog post

torch 0.9.0

torch v0.9.0 is now on CRAN. This version adds support for ARM systems running macOS, and brings significant performance improvements

Daniel Falbel

Oct 25, 2022

Machine Learning AI Torch Packages Releases

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tidyselect 1.2.0

tidyselect 1.2.0 hit CRAN last week and includes a few updates to the syntax of selections in tidyverse functions

Lionel Henry, Hadley Wickham

Oct 18, 2022

tidyverse lifecycle tidyselect Data Wrangling Tidyverse Packages

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Improvements to model specification checking in tidymodels

Improvements to model specification checking in tidymodels

parsnip 1.0.2 includes a number of changes to how the package checks model specifications, improving error messages and tightening integration with its extension packages

Simon Couch

Oct 3, 2022

tidyverse parsnip tidymodels Machine Learning Tidyverse Packages

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brulee 0.2.0

Version 0.2.0 of brulee introduces learning rate schedulers

Max Kuhn

Sep 26, 2022

tidyverse tidymodels brulee Machine Learning Tidyverse Packages

blog post

Announcing bundle

Some models store information in locations that cannot be saved via regular R serialization. The new bundle package provides a consistent interface for bundling model objects with their references so that they can be safely saved and re-loaded in production

Julia Silge

Sep 16, 2022

tidyverse bundle MLOps and Admin Tidyverse Packages

blog post

luz 0.3.0

luz version 0.3.0 is now on CRAN. luz is a high-level interface for torch

Daniel Falbel

Aug 24, 2022

Machine Learning AI Torch Packages Releases

blog post

censored 0.1.0

censored 0.1.0 is a new tidymodels package for survival models

Hannah Frick

Aug 10, 2022

tidyverse tidymodels parsnip censored Machine Learning Tidyverse Packages

blog post

rsample 1.1.0

rsample 1.1.0 is now on CRAN! This release provides a ton of new functions for grouped resampling, as well as a few long-awaited utility functions

Mike Mahoney

Aug 8, 2022

tidyverse rsample tidymodels Machine Learning Tidyverse Packages

blog post

lintr 3.0.0

lintr 3.0.0 is a major release featuring a more consistent API for using linter and dozens of new linters included

Michael Chirico

Jul 15, 2022

tidyverse lintr Best Practices Tidyverse Packages

blog post

bonsai 0.1.0

A new parsnip extension package for tree-based models is now on CRAN

Simon Couch

Jun 30, 2022

tidyverse tidymodels parsnip bonsai Machine Learning Tidyverse Packages

blog post

spatialsample 0.2.0

spatialsample 0.2.0 is now on CRAN! This release provides a bunch of new features, including new spatial resampling methods, visualization helpers, and spatial buffering

Mike Mahoney

Jun 21, 2022

tidyverse spatialsample rsample tidymodels Machine Learning Tidyverse Packages

blog post

TensorFlow and Keras 2.9

New TensorFlow and Keras releases bring improvements big and small

Tomasz Kalinowski

Jun 9, 2022

keras3 Machine Learning AI Tensorflow Keras Packages Releases

blog post

Announcing vetiver for MLOps in R and Python

Announcing vetiver for MLOps in R and Python

We are thrilled to announce the release of vetiver, a framework for MLOps tasks in R and Python. Use vetiver to version, share, deploy, and monitor a trained model

Julia Silge

Jun 9, 2022

tidyverse tidymodels vetiver-r MLOps and Admin Vetiver Tidyverse Packages

blog post

dbplyr 2.2.0

This release brings improvements to SQL translation, a new way of getting local data into the database, and support for dplyr’s family of row modification functions

Hadley Wickham

Jun 6, 2022

tidyverse dplyr dbplyr Data Wrangling Tidyverse Packages

blog post

Community spotlight: Fun with torchopt

Today, we want to call attention to a highly useful package in the torch ecosystem: torchopt. It extends torch by providing a set of popular optimization algorithms not available in the base library. As this post will show, it is also fun to use!

Sigrid Keydana

May 18, 2022

Machine Learning AI Torch Packages Releases

blog post

roxygen2 7.2.0

roxygen2 7.2.0 brings improvements to NAMESPACE generation, better multiparameter argument inheritance, and improved warnings

Hadley Wickham

May 13, 2022

tidyverse roxygen2 devtools Best Practices Tidyverse Packages

blog post

Updates for recipes extension packages

The three extension packages for recipes were recently updated on CRAN adding new steps, features and bug fixes

Emil Hvitfeldt

May 3, 2022

tidyverse recipes tidymodels Machine Learning Tidyverse Packages

blog post

haven 2.5.0

haven 2.5.0 adds support for custom character widths, creates FDA-compliant XPT files, and can use Stata’s strL variable type

Hadley Wickham

Apr 15, 2022

tidyverse haven Data Wrangling Tidyverse Packages

blog post

scales 1.2.0

scales 1.2.0 brings a number of small but useful improvements to numeric labels

Hadley Wickham

Apr 13, 2022

tidyverse ggplot2 scales Visualization Tidyverse Packages

blog post

readxl 1.4.0

readxl 1.4.0 is a maintenance release with practically no user-facing changes, but extensive change to package internals

Jenny Bryan

Mar 28, 2022

tidyverse readxl Data Wrangling Tidyverse Packages

blog post

Updates for parsnip packages

The parsnip package and six of its extension packages were recently updated on CRAN. One of the extensions is a new package for fitting multilevel statistical models

Max Kuhn

Mar 24, 2022

tidyverse parsnip multilevelmod Machine Learning Tidyverse Packages

blog post

usemodels 0.2.0

A new release of the usemodels package makes it even easier to use tidymodels

Max Kuhn

Mar 23, 2022

tidyverse tidymodels Machine Learning Tidyverse Packages

blog post

recipes 0.2.0

Recipes has added a few new steps along with many improvements

Max Kuhn

Feb 22, 2022

tidyverse recipes tidymodels Machine Learning Tidyverse Packages

blog post

tidyr 1.2.0

tidyr 1.2.0 includes a bunch of new features and bug fixes, particularly for pivoting, rectangling, and grid specific tools

Davis Vaughan

Feb 1, 2022

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

New error style coming up in rlang 1.0.0

New error style coming up in rlang 1.0.0

rlang 1.0.0 is near and introduces a new style of error display. Feedback welcome!

Lionel Henry

Dec 22, 2021

rlang cli Best Practices Tidyverse Packages

blog post

Sharing Data With the pins Package

The pins package publishes R objects, such as data sets and predictive models, on a virtual corkboard so that you can share and reuse them easily and safely

Katie Masiello, Isabella Velásquez

Dec 15, 2021

pins-r MLOps and Admin Pins Packages Rstudio

blog post

Using Keras for Deep Learning with R

We are excited to announce new developments in Keras for R. Data scientists can use the most popular and powerful deep learning frameworks to guide data-driven decisions, all within R

Isabella Velásquez

Dec 8, 2021

keras3 Machine Learning AI Artificial Intelligence Deep Learning Packages Rstudio

blog post

dtplyr 1.2.0

dtplyr 1.2.0 adds three new authors, a bunch of tidyr translations, new join translations, and many minor translation improvements

Hadley Wickham

Dec 6, 2021

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

pkgdown 2.0.0

pkgdown 2.0.0 includes a major refresh of the default template (now using bootstrap 5), many new ways to customise your site, improvements to code styling, and much, much, more

Hadley Wickham

Dec 3, 2021

tidyverse pkgdown devtools Best Practices Tidyverse Packages

blog post

cli 3.1.0

cli 3.1.0 introduces customizable color palettes plus it comes with a number of other smaller improvements

Gábor Csárdi

Nov 19, 2021

cli Best Practices Tidyverse Packages

blog post

Revisiting Keras for R

It’s been a while since this blog featured content about Keras for R, so you might’ve thought that the project was dormant. It’s not! In fact, Keras for R is better than ever, with two recent releases adding powerful capabilities that considerably lighten previously tedious tasks. This post provides a high-level overview. Future posts will go into more detail on some of the most helpful new features, as well as dive into the powerful low-level enhancements that make the former possible

Sigrid Keydana, Tomasz Kalinowski

Nov 18, 2021

keras3 Machine Learning AI Packages Releases Tensorflow Keras

blog post

Eager vs lazy reading in readr 2.1.0

readr 2.1.0 is now on CRAN. This post explains the change for default reading to be eager rather than lazy

Jim Hester

Nov 11, 2021

tidyverse readr Data Wrangling Tidyverse Packages

blog post

archive 1.1.2

archive 1.1.2 is now on CRAN! archive lets you work with file archives, such as ZIP, tar, 7-Zip and RAR and compression formats like gzip, bzip2, XZ and Zstandard

Jim Hester

Nov 4, 2021

archive Data Wrangling Rlib Tidyverse Packages

blog post

Renaming the default branch

We are renaming the default branch of many Git(Hub) repositories and this post explains how contributors can adapt, using new functionality in usethis

Jenny Bryan

Oct 27, 2021

tidyverse usethis devtools Community Tidyverse Learn Packages

blog post

testthat 3.1.0

testthat 3.1.0 brings improvements to snapshot testing and one breaking change

Hadley Wickham

Oct 4, 2021

tidyverse testthat Best Practices Tidyverse Packages

blog post

waldo 0.3.0

waldo 0.3.0 improves the display of data frame differences, and gives the objects being compared the ability to control the detail of their comparisons

Hadley Wickham

Aug 24, 2021

tidyverse testthat waldo Best Practices Tidyverse Packages Programming

blog post

infer 1.0.0

The first major release of infer, a package implementing a unified approach to statistical inference, is now on CRAN

Simon Couch

Aug 17, 2021

tidyverse tidymodels Machine Learning Tidyverse Packages

blog post

bigrquery 1.4.0

bigrquery 1.4.0 fixes a bug in bq_table_download()

Jenny Bryan

Aug 4, 2021

tidyverse bigrquery gargle dbplyr Data Wrangling Databases Tidyverse Packages

blog post

googlesheets4 1.0.0

Version 1.0.0 marks the graduation of googlesheets4 from experimental to stable

Jenny Bryan

Jul 26, 2021

tidyverse googlesheets4 gargle Data Wrangling Tidyverse Packages

blog post

readr 2.0.0

This major release of readr includes a new multi-threaded parsing engine powered by vroom and a number of user interface improvements

Jim Hester

Jul 20, 2021

readr Data Wrangling Tidyverse Packages

blog post

googledrive 2.0.0

googledrive 2.0.0 adapts to Drive’s pivot from Team Drives to shared drives and its shift to a “single parent” model of file organization

Jenny Bryan

Jul 8, 2021

tidyverse googledrive Data Wrangling Tidyverse Packages

blog post

sparklyr.sedona: A sparklyr extension for analyzing geospatial data

sparklyr.sedona: A sparklyr extension for analyzing geospatial data

We are excited to announce the availability of sparklyr.sedona, a sparklyr extension making geospatial functionalities of the Apache Sedona library easily accessible from R

Yitao Li

Jul 7, 2021

MLOps and Admin AI Packages Releases Distributed Computing Spatial Data

blog post

sparklyr 1.7: New data sources and spark_apply() capabilities, better interfaces for sparklyr extensions, and more!

sparklyr 1.7: New data sources and spark_apply() capabilities, better interfaces for sparklyr extensions, and more!

Sparklyr 1.7 delivers much-anticipated improvements, including R interfaces for image and binary data sources, several new spark_apply() capabilities, and better integration with sparklyr extensions

Yitao Li

Jul 6, 2021

MLOps and Admin AI Packages Releases Distributed Computing

blog post

gargle 1.2.0

gargle has seen a lot of development over the past two years and five releases: cache relocation, credential rolling, a new auth method, an improved user interface, better verbosity control, and retries

Jenny Bryan

Jul 4, 2021

tidyverse gargle bigrquery googledrive googlesheets4 Data Wrangling Tidyverse Packages

blog post

vdiffr 1.0.0

This major release of vdiffr includes an updated SVG engine and integrates with the snapshot management mechanism of testthat 3

Lionel Henry

Jun 21, 2021

tidyverse ggplot2 testthat Best Practices Tidyverse Packages

blog post

Que haja luz: More light for torch!

Today, we’re introducing luz, a high-level interface to torch that lets you train neural networks in a concise, declarative style. In some sense, it is to torch what Keras is to TensorFlow: It provides both a streamlined workflow and powerful ways for customization

Sigrid Keydana

Jun 17, 2021

Machine Learning AI Torch Packages Releases

blog post

haven 2.4.0

This version provides much improved labelled_spss() support, improved date-time handling, the latest ReadStat, and a bunch of other small improvements

Hadley Wickham

Apr 24, 2021

tidyverse haven Data Wrangling Tidyverse Packages

blog post

recipes 0.1.16

The new version of recipes contains several helpful improvements

Max Kuhn

Apr 23, 2021

tidyverse tidymodels recipes Machine Learning Tidyverse Packages

blog post

reprex 2.0.0

reprex is now much easier to use on RStudio Server and RStudio Cloud

Jenny Bryan

Apr 5, 2021

reprex Best Practices Tidyverse Packages

blog post

Comprehensive Date-Time Handling for R

Introducing, clock, a new package for working with date-times

Davis Vaughan

Mar 31, 2021

clock Data Wrangling Rlib Tidyverse Packages

blog post

workflowsets 0.0.1

A new package for evaluating many models at once is now on CRAN, along with a corresponding update to the tidyposterior package

Max Kuhn

Mar 30, 2021

tidyverse tidymodels workflowsets tidyposterior workflows Machine Learning Bayesian Analysis Tidyverse Packages

blog post

plumber 1.1.0

{plumber} v1.1.0 is now on CRAN! In this post, we’ll highlight some of the most exciting new features in both the v1.1.0 and v1.0.0 releases, including: parallel endpoint execution, a tidy interface, and request body parsing

Barret Schloerke, Carson Sievert

Mar 29, 2021

plumber Interactive Apps Async Packages Rstudio

blog post

sparklyr 1.6: weighted quantile summaries, power iteration clustering, spark_write_rds(), and more

The sparklyr 1.6 release introduces weighted quantile summaries, an R interface to power iteration clustering, spark_write_rds(), as well as a number of dplyr-related improvements

Yitao Li

Mar 25, 2021

MLOps and Admin AI Packages Releases Distributed Computing

blog post

rvest 1.0.0

The latest version of rvest brings new tools for extracting text, a radically improved html_table(), and a bunch of interface changes to better align rvest with the rest of the tidyverse

Hadley Wickham

Mar 10, 2021

tidyverse rvest Data Wrangling Tidyverse Packages

blog post

dplyr backends: multidplyr 0.1.0, dtplyr 1.1.0, dbplyr 2.1.0

dplyr backends: multidplyr 0.1.0, dtplyr 1.1.0, dbplyr 2.1.0

We’ve recently released a bunch of improvements to dplyr backends. multidplyr, which allows you to spread work across multiple cores, is now on CRAN. dtplyr adds translations for dplyr 1.0.0 and fixes many bugs. dbplyr 2.1.0 adds translations for many tidyr verbs, gains an author, and has improved across() translations

Hadley Wickham

Feb 25, 2021

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

lifecycle 1.0.0

The lifecycle package documentation received a major overhaul based on what I learned preparing for my rstudio::global keynote

Hadley Wickham

Feb 15, 2021

lifecycle Best Practices Tidyverse Packages

blog post

svglite 2.0.0

svglite 2.0.0 is now on CRAN. This is a huge feature release and part rewrite, and should excite anyone who cares about vector graphics. Read on to find out what is new!

Thomas Lin Pedersen

Feb 8, 2021

tidyverse svglite Visualization Graphic-Device Tidyverse Packages

blog post

dplyr 1.0.4: if_any() and if_all()

Minor release with major performance improvements for across() and two new functions if_any() and if_all()

Romain Francois

Feb 2, 2021

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

Shiny 1.6

Shiny 1.6 is now on CRAN! This release includes significant improvements to theming, caching, accessibility, and more

Carson Sievert, Winston Chang, Barret Schloerke

Feb 1, 2021

Shiny bslib thematic Interactive Apps Shiny Caching Theming Accessibility Rstudio Packages

blog post

reprex 1.0.0

We’ve never blogged about reprex before, so the release of v1.0.0 seems like a good occasion for it

Jenny Bryan

Feb 1, 2021

tidyverse reprex Best Practices Tidyverse Packages

blog post

Announcing blogdown v1.0

The blogdown package is now on CRAN. Read on for highlights from the version 1.0 release, including smoother workflows, new checking functions to guide you into the pit of success, the ability to pin Hugo versions, better organization of content files via page bundles, and the new Markdown mode for R Markdown posts

Alison Hill, Christophe Dervieux, Yihui Xie

Jan 18, 2021

blogdown Publishing Rstudio R Markdown Packages

blog post

Latest News from the R Markdown Family

An end-of-2020 round-up of all the latest news from the R Markdown family of packages so that you know all you need to know to take advantage of the newest features

Alison Hill, Christophe Dervieux, Yihui Xie

Dec 21, 2020

rmarkdown Publishing Rstudio R Markdown Packages

blog post

torch 0.2.0 - Initial JIT support and many bug fixes

torch 0.2.0 - Initial JIT support and many bug fixes

The torch 0.2.0 release includes many bug fixes and some nice new features like initial JIT support, multi-worker dataloaders, new optimizers and a new print method for nn_modules

Daniel Falbel

Dec 15, 2020

Machine Learning AI Torch Packages Releases

blog post

A hollywood star with the text 'sparklyr 1.5'

sparklyr 1.5: better dplyr interface, more sdf_* functions, and RDS-based serialization routines

Unlike all three previous sparklyr releases, the recent release of sparklyr 1.5 placed much more emphasis on enhancing existing sparklyr features rather than creating new ones. As a result, many valuable suggestions from sparklyr users were taken into account and were successfully addressed in a long list of bug fixes and improvements

Yitao Li

Dec 14, 2020

MLOps and Admin AI Packages Releases Distributed Computing

blog post

usethis 2.0.0

This is a big release aimed at improving usability, especially around Git and GitHub functionality

Jenny Bryan

Dec 10, 2020

tidyverse devtools usethis Best Practices Rlib Tidyverse Packages

blog post

corrr 0.4.3

A new version of corrr features noteworthy improvements

Daryn Ramsden, James Laird-Smith, Max Kuhn

Dec 9, 2020

tidyverse corrr tidymodels Data Wrangling Correlation Tidyverse Packages

blog post

(Re-)introducing Distill for R Markdown

We are proud to announce the latest release of the distill package is now on CRAN. This version contains a number of major upgrades including the introduction of themed articles and websites, search, and improved accessibility

Alison Hill, JJ Allaire

Dec 7, 2020

distill Publishing Rstudio R Markdown Packages

blog post

finetune 0.0.1

finetune is a new package that adds a few more model tuning methods

Max Kuhn

Dec 2, 2020

tidyverse tidymodels finetune tune Machine Learning Tidyverse Packages

blog post

stacks 0.1.0

Introducing ensemble learning to the tidymodels

Simon Couch, Max Kuhn

Nov 30, 2020

tidyverse tidymodels stacks Machine Learning Tidyverse Packages

blog post

Parallel processing with tune

With version 0.1.2 of tune, there are more options for parallel processing

Max Kuhn

Nov 27, 2020

tidyverse tidymodels tune Machine Learning Parallelism Tidyverse Packages

blog post

tune 0.1.2

A new version of the tune package contains numerous new features

Max Kuhn

Nov 23, 2020

tidyverse tidymodels workflows tune Machine Learning Tidyverse Packages

blog post

magrittr 2.0 is here!

A new version of the magrittr package brings laziness, better performance, and leaner backtraces for debugging errors

Lionel Henry

Nov 23, 2020

magrittr Data Wrangling Tidyverse Packages

blog post

dbplyr 2.0.0

dbplyr 2.0.0 adds missing features from dplyr 1.0.0, numerous improvements to SQL translation (including new Amazon Redshift and SAP HANA backends), and an improved system for extending dbplyr to work with other databases

Hadley Wickham

Nov 4, 2020

tidyverse dbplyr dplyr Data Wrangling Tidyverse Packages

blog post

testthat 3.0.0

testhat 3.0.0 brings a raft of major improvements including snapshot testing and parallel testing. It also includes a new “edition” that allows you opt-in to a set of substantial improvements that are not backward compatible

Hadley Wickham

Oct 31, 2020

tidyverse testthat Best Practices Tidyverse Packages

blog post

recipes 0.1.14

A new version of the recipes package contains a signficant API update and some additional features

Max Kuhn

Oct 22, 2020

tidyverse tidymodels recipes Machine Learning Tidyverse Packages

blog post

furrr 0.2.0

furrr 0.2.0 is now on CRAN!

Davis Vaughan

Oct 19, 2020

purrr Data Wrangling Tidyverse Packages

blog post

waldo

waldo is a new package that makes it easier to see the differences between a pair of complex R objects

Hadley Wickham

Oct 15, 2020

tidyverse testthat waldo Best Practices Tidyverse Packages

blog post

sparklyr.flint 0.2: ASOF Joins, OLS Regression, and additional summarizers

sparklyr.flint 0.2: ASOF Joins, OLS Regression, and additional summarizers

We are excited to announce a number of powerful, new functionalities and improvements which are now part of sparklyr.flint 0.2!

Yitao Li

Oct 12, 2020

Machine Learning AI Packages Releases Time Series

blog post

readr 1.4.0

The newest release of readr brings improved argument consistency, better messages and more flexible output options

Jim Hester

Oct 6, 2020

tidyverse readr Data Wrangling Tidyverse Packages

blog post

Glosario Sprint

This October, help us expand an open source, multilingual glossary of data science terms

Greg

Oct 5, 2020

Community Glosario Education Learn Packages

blog post

sparklyr 1.4: Weighted Sampling, Tidyr Verbs, Robust Scaler, RAPIDS, and more

sparklyr 1.4: Weighted Sampling, Tidyr Verbs, Robust Scaler, RAPIDS, and more

Sparklyr 1.4 is now available! This release comes with delightful new features such as weighted sampling and tidyr verbs support for Spark dataframes, robust scaler for standardizing data based on median and interquartile range, spark_connect interface for RAPIDS GPU acceleration plugin, as well as a number of dplyr-related improvements

Yitao Li

Sep 30, 2020

MLOps and Admin AI Packages Releases Distributed Computing

blog post

usemodels 0.0.1

The new usemodels R package is a helpful way to automatically generate tidymodels code

Max Kuhn

Sep 29, 2020

tidyverse tidymodels parsnip recipes tune Machine Learning Tidyverse Packages

blog post

Please allow me to introduce myself: Torch for R

Please allow me to introduce myself: Torch for R

Today, we are excited to introduce torch, an R package that allows you to use PyTorch-like functionality natively from R. No Python installation is required: torch is built directly on top of libtorch, a C++ library that provides the tensor-computation and automatic-differentiation capabilities essential to building neural networks

Sigrid Keydana

Sep 29, 2020

Machine Learning AI Packages Releases Torch

blog post

Introducing torch for R

Announcing torch for R: use PyTorch natively in R for deep learning

RStudio Team

Sep 29, 2020

Machine Learning Data Science Deep Learning Rstudio Packages News

blog post

How to deliver learnr tutorials in a package

How to deliver learnr tutorials in a package

A step by step guide to create a package for a learnr tutorial

Sep 28, 2020

rmarkdown learnr Community Teaching Education Packages

blog post

workflows 0.2.0

workflows 0.2.0 is now on CRAN!

Davis Vaughan

Sep 16, 2020

tidyverse tidymodels Machine Learning Tidyverse Packages

blog post

pkgdown 1.6.0

This release mostly contains bug fixes and minor improvements, but it now uses the downlit and ragg packages for syntax highlighting and graphical output, respectively

Hadley Wickham

Sep 12, 2020

tidyverse pkgdown Best Practices Tidyverse Packages

blog post

magrittr 2.0 is coming soon

A new version of the magrittr package brings laziness, better performance, and leaner backtraces for debugging errors

Lionel Henry

Aug 26, 2020

magrittr Data Wrangling Tidyverse Packages

blog post

Announcing Glosario

An open source multilingual glossary of data science terms

Ian Flores Siaca, François Michonneau, Zhian Kamvar, Greg Wilson

Jul 28, 2020

Community Glosario Education Learn Packages

blog post

Release the penguins

The palmerpenguins data package is now on CRAN! Here are some examples to highlight why it is a great replacement for the iris dataset

Alison Hill, Allison Horst, Kristen Gorman

Jul 27, 2020

Community Education Learn Packages

blog post

Presentation-Ready Summary Tables with gtsummary

Presentation-Ready Summary Tables with gtsummary

The gtsummary package is for making beautiful summary tables with R, in R Markdown documents

Daniel Sjoberg, Margie Hannum, Karissa Whiting

Jul 20, 2020

rmarkdown Community Education Learn Packages

blog post

broom 0.7.0

The newest release of broom features many new tidier methods, bug fixes, and improvements to internal consistency

Simon Couch, Alex Hayes

Jul 17, 2020

tidyverse tidymodels Data Wrangling Tidyverse Packages

blog post

sparklyr 1.3: Higher-order Functions, Avro and Custom Serializers

Sparklyr 1.3 is now available, featuring integration of Spark higher-order functions, and data import/export in Avro and in user-defined serialization formats

Yitao Li

Jul 16, 2020

Data Wrangling Big Data SparklyR Spark Packages Rstudio

blog post

sparklyr 1.3: Higher-order Functions, Avro and Custom Serializers

sparklyr 1.3: Higher-order Functions, Avro and Custom Serializers

Sparklyr 1.3 is now available, featuring exciting new functionalities such as integration of Spark higher-order functions and data import/export in Avro and in user-defined serialization formats

Yitao Li

Jul 16, 2020

MLOps and Admin AI Packages Releases Distributed Computing

blog post

tune 0.1.1

A new version of the tune package brings better visualizations, engine-specific parameter tuning, and other features

Max Kuhn

Jul 13, 2020

tidyverse tidymodels tune Machine Learning Tidyverse Packages

blog post

parsnip 0.1.2

A new version of parsnip bring improvements in how predictors are handled and a few other neat features

Max Kuhn

Jul 9, 2020

tidyverse parsnip tidymodels Machine Learning Tidyverse Packages

blog post

recipes 0.1.13

Version 0.1.13 of recipes is on CRAN

Max Kuhn

Jun 25, 2020

tidyverse tidymodels recipes Machine Learning Tidyverse Packages

blog post

embed 0.1.0

An update to embed adds two new steps

Max Kuhn

Jun 9, 2020

tidyverse tidymodels embed Machine Learning Embed-0-1-0 Tidyverse Packages

blog post

haven 2.3.0

haven now uses vctrs which means labelled classes will be preserved in tidyr and dplyr operation

Hadley Wickham

Jun 1, 2020

tidyverse haven Data Wrangling Tidyverse Packages

blog post

dplyr 1.0.0 available now!

dplyr 1.0.0 is now available from CRAN!

Hadley Wickham

Jun 1, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

tidyr 1.1.0

tidyr 1.1.0 includes a bunch of quality of life improvements, particularly for pivoting and rectangling

Hadley Wickham

May 26, 2020

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

rules 0.0.1

The rules package is on CRAN and enables rule-based models for tidymodels

Max Kuhn

May 21, 2020

tidyverse tidymodels rules Machine Learning Tidyverse Packages

blog post

Updates to ragg and systemfonts

We have recently updated some of our low-level graphics packages. Read on about what is new in ragg and systemfonts

Thomas Lin Pedersen

May 15, 2020

tidyverse ragg systemfonts Visualization Tidyverse Packages

blog post

googlesheets4 0.2.0

googlesheets4 0.2.0: create and edit Google Sheets from R, now a full replacement for the googlesheets package

Jenny Bryan

May 10, 2020

tidyverse googlesheets4 Data Wrangling Google Tidyverse Packages

blog post

sparklyr 1.2: Foreach, Spark 3.0 and Databricks Connect

sparklyr 1.2: Foreach, Spark 3.0 and Databricks Connect

sparklyr 1.2: foreach parallel backend, Databricks Connect support, and Spark 3.0 compatibility

Yitao Li

May 6, 2020

Data Wrangling MLOps and Admin Big Data SparklyR Spark Packages Rstudio

blog post

dplyr 1.0.0: last minute additions

Learn about two last-minute additions to dplyr 1.0.0: a chattier summarise() with more options for controlling grouping of output, and new row manipulation functions inspired by SQL

Hadley Wickham, Kirill Müller

May 6, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

dplyr 1.0.0 for package developers

dplyr 1.0.0 is scheduled for release on May 15. This blog post talks about what package maintainers can do to prepare

Hadley Wickham

Apr 29, 2020

tidyverse dplyr Best Practices Dplyr-1-0-0 Tidyverse Packages

blog post

dplyr 1.0.0 and vctrs

dplyr now makes heavy use of vctrs behind the scenes. This brings with it greater consistency and (hopefully!) more useful error messages

Hadley Wickham

Apr 27, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

sparklyr 1.2: Foreach, Spark 3.0 and Databricks Connect

A new sparklyr release is now available. This sparklyr 1.2 release features new functionalities such as support for Databricks Connect, a Spark backend for the ‘foreach’ package, inter-op improvements for working with Spark 3.0 preview, as well as a number of bug fixes and improvements addressing user-visible pain points

Yitao Li

Apr 21, 2020

MLOps and Admin AI Packages Releases Distributed Computing

blog post

New parsnip-adjacent packages

Three new tidymodels packages, baguette, poissonreg, and plsmod, were just released on CRAN

Max Kuhn

Apr 15, 2020

tidyverse tidymodels parsnip Machine Learning Baguette Poissonreg Plsmod Tidyverse Packages

blog post

pins 0.4: Versioning

A new release of pins is available on CRAN today. This release adds support to time travel across dataset versions, which improves collaboration and protects your code from breaking when remote resources change unexpectedly

Javier Luraschi

Apr 13, 2020

pins-r MLOps and Admin AI Packages Releases Data Management

blog post

usethis 1.6.0

usethis 1.6.0: GitHub Actions for CI, smoother package creation, and improved PR workflows

Hadley Wickham

Apr 11, 2020

tidyverse devtools usethis Best Practices Tidyverse Packages

blog post

dplyr 1.0.0: working within rows

rowwise() has been renewed and revamped to make it easier to perform operations row-by-row. This makes it much easier to solve problems that previously required lapply(), map(), or friends

Hadley Wickham

Apr 10, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

tibble 3.0.0

tibble 3.0.0 is on CRAN now! Tibbles are a modern reimagining of the data frame, keeping what time has shown to be effective, and throwing out what is not, with nicer default output too! This article describes the latest major release and provides an outlook on further developments

Kirill Müller

Apr 9, 2020

tibble Best Practices Tidyverse Packages Programming

blog post

Great Looking Tables: gt (v0.2)

Introducing gt v0.2: a grammar of tables for creating beautiful customized display tables in R

Richard Iannone

Apr 8, 2020

rmarkdown Visualization News Packages Rstudio

blog post

dplyr 1.0.0: working across columns

A new across() function makes it much easier to apply the same operation to multiple columns. It supersedes the _if(), _at(), and _all() function variants

Hadley Wickham

Apr 3, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

dplyr 1.0.0: select, rename, relocate

select() and rename() can now select by position, name, function of name, type, and any combination thereof. A new relocate() function makes it easy to change the position of columns

Hadley Wickham

Mar 27, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

pkgdown 1.5.0

pkgdown 1.5.0: article descriptions, better navbar control, and richer Open Graph metadata

Hadley Wickham

Mar 25, 2020

tidyverse pkgdown Best Practices Web Tidyverse Packages

blog post

dplyr 1.0.0: new `summarise()` features

In summarise(), a single summary expression can now create both multiple rows and multiple columns. This significantly increases its power and flexibility

Hadley Wickham

Mar 20, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

roxygen2 7.1.0

A minor roxygen2 release with some new features

Gábor Csárdi

Mar 11, 2020

tidyverse devtools roxygen2 Best Practices Rlib Tidyverse Packages

blog post

dplyr 1.0.0 is coming soon

This post focusses on the idea of the “function lifecycle” which helps you understand where functions in dplyr are going. Particularly important is the idea of a “superseded” function. A superseded function is not going away, but we no longer recommend using it in new code

Hadley Wickham

Mar 9, 2020

tidyverse dplyr Data Wrangling Dplyr-1-0-0 Tidyverse Packages

blog post

ggplot2 3.3.0

The next iteration of ggplot2 has just been released on CRAN, packed with new features and bug fixes. Read all about what’s new here

Thomas Lin Pedersen

Mar 5, 2020

ggplot2 Visualization Tidyverse Packages

blog post

forcats 0.5.0

Announcing the release of forcats 0.5.0 on CRAN

Mara Averick

Mar 2, 2020

tidyverse forcats Data Wrangling Tidyverse Packages

blog post

Tidy eval now supports glue strings

Use {{ and { with glue strings in tidy eval to create dynamic column names in tidyverse verbs

Lionel Henry

Feb 11, 2020

rlang glue Best Practices Packages Rlib Tidyverse

blog post

themis 0.1.0

themis 0.1.0 is now available on CRAN. Provides additional steps for recipes to deal with unbalanced data

Emil Hvitfeldt

Feb 11, 2020

tidyverse tidymodels themis Machine Learning Tidyverse Packages

blog post

slider 0.1.0

slider 0.1.0 is now available on CRAN. It provides a family of general purpose sliding window functions

Davis Vaughan

Feb 10, 2020

tidyverse slider Data Wrangling Tidyverse Packages

blog post

sparklyr 1.1: Foundations, Books, Lakes and Barriers

sparklyr 1.1: Delta Lake support, Spark 3.0 preview, and barrier execution for deep learning

Javier Luraschi

Jan 29, 2020

Data Wrangling MLOps and Admin SparklyR Big Data Spark Packages Rstudio

blog post

vroom 1.1.0

vroom 1.1.0 is now on CRAN!

Jim Hester

Jan 15, 2020

tidyverse vroom Data Wrangling Packages Rlib Tidyverse

blog post

reticulate 1.14

reticulate 1.14: automatic Python environment configuration for R packages that use Python

Kevin Ushey

Dec 20, 2019

reticulate Best Practices Python Packages Rstudio

blog post

tfhub: R interface to TensorFlow Hub

TensorFlow Hub is a library for the publication, discovery, and consumption of reusable parts of machine learning models. A module is a self-contained piece of a TensorFlow graph, along with its weights and assets, that can be reused across different tasks in a process known as transfer learning

Daniel Falbel

Dec 18, 2019

keras3 Machine Learning AI Tensorflow Keras Packages Releases

blog post

hardhat 0.1.0

hardhat 0.1.0 is now available on CRAN. It provides tools for developing new modeling packages, with a focus around preprocessing, predicting, and validating input

Davis Vaughan

Dec 16, 2019

tidyverse tidymodels hardhat Machine Learning Tidyverse Packages

blog post

Emails from R: Blastula 0.3

Sean Lopp

Dec 5, 2019

rmarkdown Publishing Connect Dynamic Documents News Packages RStudio Connect Rstudio

blog post

odbc 1.2.0

odbc 1.2.0 is now on CRAN. It includes improvements to dealing with schemas, an API for immediate execution, and a new parameter to control timezone outputs

Jim Hester

Dec 2, 2019

tidyverse odbc Data Wrangling Tidyverse Packages

blog post

learnr 0.10.0

learnr 0.10.0: new quiz question types including text boxes and drag-and-drop ranking

Barret Schloerke

Dec 2, 2019

learnr sortable Shiny rmarkdown Publishing Interactive Apps Shiny Packages R Markdown Rstudio Education

blog post

pins 0.3.0: Azure, GCloud and S3

New CRAN release for pins adds support for cloud boards (Azure, Google Cloud and S3), new functions, use cases and many other improvements

Javier Luraschi

Nov 28, 2019

pins-r MLOps and Admin Pins Connect Microsoft Azure Google Cloud Platform Packages Rstudio

blog post

Getting started with Keras from R - the 2020 edition

Getting started with Keras from R - the 2020 edition

Looking for materials to get started with deep learning from R? This post presents useful tutorials, guides, and background documentation on the new TensorFlow for R website. Advanced users will find pointers to applications of new release 2.0 (or upcoming 2.1!) features alluded to in the recent TensorFlow 2.0 post

Sigrid Keydana

Nov 27, 2019

keras3 Machine Learning AI Packages Releases Tensorflow Keras

blog post

tidyverse 1.3.0

tidyverse 1.3.0 is on CRAN, and has a paper in the Journal of Open Source Software! This should make it easier to cite tidyverse packages

Mara Averick

Nov 22, 2019

tidyverse Data Wrangling Tidyverse Packages

blog post

scales 1.1.0

scales 1.1.0 now available on CRAN. It includes a new naming scheme (with breaks_ and labels_ prefixes) and greatly improved documentation

Hadley Wickham

Nov 18, 2019

tidyverse ggplot2 scales Visualization Rlib Tidyverse Packages

blog post

roxygen2 7.0.0

A massive update to roxygen2 now on CRAN

Hadley Wickham

Nov 12, 2019

tidyverse devtools roxygen2 Best Practices Rlib Tidyverse Packages

blog post

dtplyr 1.0.0

A total rewrite of dtplyr is now available on CRAN; it performs computation lazily (like dbplyr), making it much more performant

Hadley Wickham

Nov 12, 2019

tidyverse dtplyr dplyr Data Wrangling Tidyverse Packages

blog post

haven 2.2.0

A new version of haven makes it easy to read only parts of a file

Hadley Wickham

Nov 8, 2019

tidyverse haven Data Wrangling Tidyverse Packages

blog post

tfprobability 0.8 on CRAN: Now how can you use it?

tfprobability 0.8 on CRAN: Now how can you use it?

Part of the r-tensorflow ecosystem, tfprobability is an R wrapper to TensorFlow Probability, the Python probabilistic programming framework developed by Google. We take the occasion of tfprobability’s acceptance on CRAN to give a high-level introduction, highlighting interesting use cases and applications

Sigrid Keydana

Nov 7, 2019

keras3 Machine Learning AI Probabilistic Machine Learning Probabilistic Deep Learning Packages Releases Tensorflow Keras

blog post

testthat 2.3.0

testthat 2.3.0: verify_output() for testing printed output and improved parallel testing

Hadley Wickham

Nov 6, 2019

tidyverse devtools testthat Best Practices Rlib Tidyverse Packages

blog post

renv: Project Environments for R

Introducing renv: isolated, portable, reproducible R project environments to replace Packrat

Kevin Ushey

Nov 6, 2019

renv Best Practices Packages Rstudio

blog post

styler 1.2.0

A major update of the styler package is available on CRAN now

Lorenz Walthert

Nov 4, 2019

tidyverse styler Best Practices Rlib Tidyverse Packages

blog post

Innocent unicorns considered harmful? How to experiment with GPT-2 from R

Innocent unicorns considered harmful? How to experiment with GPT-2 from R

Is society ready to deal with challenges brought about by artificially-generated information - fake images, fake videos, fake text? While this post won’t answer that question, it should help form an opinion on the threat exerted by fake text as of this writing, autumn 2019. We introduce gpt2, an R package that wraps OpenAI’s public implementation of GPT-2, the language model that early this year surprised the NLP community with the unprecedented quality of its creations

Sigrid Keydana, Javier Luraschi

Oct 23, 2019

reticulate Artificial Intelligence AI Natural Language Processing Packages Releases

blog post

discrim 0.0.1

The first version of discrim (0.0.1) is on CRAN

Max Kuhn

Oct 17, 2019

tidyverse discrim tidymodels Machine Learning Tidyverse Packages

blog post

Shiny 1.4.0

Shiny 1.4.0: trailing commas now work in UI functions like div() and span()

Winston Chang

Oct 15, 2019

Shiny Interactive Apps Shiny Packages Rstudio

blog post

TensorFlow 2.0 is here - what changes for R users?

TensorFlow 2.0 is here - what changes for R users?

TensorFlow 2.0 was finally released last week. As R users we have two kinds of questions. First, will my keras code still run? And second, what is it that changes? In this post, we answer both and, then, give a tour of exciting new developments in the r-tensorflow ecosystem

Sigrid Keydana

Oct 8, 2019

keras3 Machine Learning AI Tensorflow Keras Packages Releases

blog post

dials 0.0.3

A major update to the tuning parameter package

Max Kuhn

Oct 1, 2019

tidyverse dials tidymodels Machine Learning Tidyverse Packages

blog post

devtools 2.2.1

Make package development easier by providing R functions that simplify and expedite common tasks

Jim Hester

Sep 26, 2019

tidyverse devtools Best Practices Rlib Tidyverse Packages

blog post

tidyr 1.0.0

tidyr 1.0.0: pivot_longer() and pivot_wider() replace spread() and gather()

Hadley Wickham

Sep 13, 2019

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

pins: Pin, Discover and Share Resources

Introducing pins: cache remote resources locally, discover datasets, and share across teams

RStudio Team

Sep 9, 2019

pins-r MLOps and Admin Pins Reproducible Packages Rstudio

blog post

tidymodels updates

The latest updates to the tidymodels packages

Max Kuhn, Edgar Ruiz, Davis Vaughan

Sep 5, 2019

tidyverse tidymodels recipes embed rsample parsnip corrr tidypredict yardstick Machine Learning Tidyverse Packages

blog post

pkgdown 1.4.0

pkgdown 1.4.0: deployment vs development modes for building package websites

Hadley Wickham

Sep 5, 2019

tidyverse pkgdown Best Practices Rlib Tidyverse Packages

blog post

gmailr v1.0.0

gmailr v1.0.0 is on CRAN

Jim Hester

Aug 26, 2019

tidyverse gmailr Data Wrangling Rlib Tidyverse Packages

blog post

googledrive v1.0.0

googledrive v1.0.0 is on CRAN

Jenny Bryan

Aug 20, 2019

tidyverse googledrive Data Wrangling Tidyverse Packages

blog post

gargle’s debut on CRAN

gargle is now on CRAN

Jenny Bryan

Aug 20, 2019

tidyverse gargle Data Wrangling Rlib Tidyverse Packages

blog post

ragg 0.1.0

A set of new graphic devices just landed on CRAN. Read more about the ragg package here

Thomas Lin Pedersen

Jul 15, 2019

tidyverse ragg Visualization Rlib Tidyverse Packages

blog post

callr 3.3.0

callr 3.3.0 is now on CRAN

Gábor Csárdi

Jul 8, 2019

tidyverse callr Best Practices Rlib Tidyverse Packages

blog post

dplyr 0.8.3

dplyr 0.8.3 is now on CRAN

Romain François

Jul 4, 2019

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

dplyr 0.8.2

dplyr 0.8.2 is now on CRAN

Romain François

Jun 29, 2019

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

rlang 0.4.0

rlang 0.4.0 is now on CRAN!

Lionel Henry

Jun 27, 2019

tidyverse rlang Best Practices Rlib Tidyverse Packages

blog post

ggplot2 3.2.0

ggplot2 3.2.0 is now on CRAN!

Thomas Lin Pedersen

Jun 16, 2019

tidyverse ggplot2 Visualization Tidyverse Packages

blog post

Resource Cleanup in C and the R API

How to avoid resource leaks in C code in R packages? Introducing the cleancall package

Gábor Csárdi, Lionel Henry

May 22, 2019

Best Practices Cleancall Rlib Tidyverse Packages Programming

blog post

dplyr 0.8.1

dplyr 0.8.1 is now on CRAN

Romain François

May 17, 2019

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

forcats 0.4.0

What’s new in forcats 0.4.0?

Mara Averick

May 10, 2019

tidyverse forcats Data Wrangling Tidyverse Packages

blog post

vroom 1.0.0

Introducing the vroom package, extremely fast data import in R

Jim Hester

May 7, 2019

tidyverse vroom Data Wrangling Rlib Tidyverse Packages

blog post

How parsnip works

A look inside of the parsnip package

Max Kuhn, Davis Vaughan, Alex Hayes

Apr 30, 2019

tidyverse parsnip tidymodels Machine Learning Tidyverse Packages

blog post

dbplyr 1.4.0

dbplyr 1.4.0: simpler SQL generation, better translations, and improved window functions

Hadley Wickham

Apr 30, 2019

tidyverse dbplyr dplyr Data Wrangling Databases Tidyverse Packages

blog post

Shiny v1.3.2

Shiny 1.3.2: reactlog for visually debugging reactivity and faster static file serving

Joe Cheng

Apr 26, 2019

Shiny reactlog Interactive Apps Shiny Packages Rstudio

blog post

testthat 2.1.0

Highlights include that context() is now optional, and new expect_invisible() and expect_mapequal() expectations

Hadley Wickham

Apr 23, 2019

tidyverse testthat Best Practices Rlib Tidyverse Packages

blog post

Auto-Keras: Tuning-free deep learning from R

Auto-Keras: Tuning-free deep learning from R

Sometimes in deep learning, architecture design and hyperparameter tuning pose substantial challenges. Using Auto-Keras, none of these is needed: We start a search procedure and extract the best-performing model. This post presents Auto-Keras in action on the well-known MNIST dataset

Juan Cruz Rodriguez

Apr 16, 2019

keras3 Machine Learning AI Tensorflow Keras Packages Releases

blog post

usethis 1.5.0

usethis 1.5.0 is now on CRAN

Jenny Bryan

Apr 9, 2019

tidyverse usethis Best Practices Rlib Tidyverse Packages

blog post

tibble 2.1.1

tibble 2.1.1 is on CRAN now! This article describes and motivates the latest minor release of the tibble package

Kirill Müller, Jenny Bryan

Mar 19, 2019

tidyverse tibble Data Wrangling Tidyverse Packages

blog post

sparklyr 1.0: Apache Arrow, XGBoost, Broom and TFRecords

sparklyr 1.0: Apache Arrow for faster data transfers, XGBoost models, broom integration, and TFRecords

Javier Luraschi

Mar 15, 2019

Machine Learning Data Wrangling SparklyR Big Data Spark Arrow Packages Rstudio

blog post

stringr 1.4.0

stringr 1.4.0 is now on CRAN!

Mara Averick

Feb 21, 2019

tidyverse stringr Data Wrangling Tidyverse Packages

blog post

haven 2.1.0

haven 2.1.0 is now on CRAN!

Mara Averick

Feb 19, 2019

tidyverse haven Data Wrangling Tidyverse Packages

blog post

dplyr 0.8.0

dplyr 0.8.0 is now on CRAN

Romain François

Feb 15, 2019

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

bigrquery 1.1.0

bigrquery 1.1.0 is now on CRAN

Mara Averick

Feb 15, 2019

tidyverse bigrquery dplyr dbplyr Data Wrangling Databases Tidyverse Packages

blog post

purrr 0.3.0

purrr 0.3.0 is now on CRAN

Lionel Henry

Feb 6, 2019

tidyverse purrr Data Wrangling Tidyverse Packages

blog post

tibble 2.0.1

Tibbles are a modern reimagining of the data frame, keeping what time has shown to be effective, and throwing out what is not, with nicer default output too! This article describes the latest major release and provides an outlook on further developments

Kirill Müller

Jan 15, 2019

tidyverse tibble Data Wrangling Tidyverse Packages

blog post

rlang 0.3.1

rlang 0.3.1 is now on CRAN

Lionel Henry

Jan 10, 2019

tidyverse rlang Best Practices Rlib Tidyverse Packages

blog post

dbplyr 1.3.0

dbplyr 1.3.0 is now on CRAN

Mara Averick

Jan 9, 2019

tidyverse dbplyr dplyr Data Wrangling Tidyverse Packages

blog post

vdiffr 0.3.0

vdiffr 0.3.0 is now on CRAN

Lionel Henry

Jan 3, 2019

tidyverse vdiffr Best Practices Tidyverse Packages

blog post

haven 2.0.0

haven 2.0.0 is now on CRAN

Mara Averick

Jan 2, 2019

tidyverse haven Data Wrangling Tidyverse Packages

blog post

readr 1.3.1

readr 1.3.1 is now on CRAN

Jim Hester

Dec 27, 2018

tidyverse readr Data Wrangling Tidyverse Packages

blog post

textrecipes 0.0.1

textrecipes 0.0.1 is now on CRAN!

Emil Hvitfeldt

Dec 26, 2018

tidyverse textrecipes tidymodels Machine Learning Tidyverse Packages

blog post

lobstr 1.0.0

lobstr is now on CRAN. lobstr provides tools that allow you to dig into the detail of an object

Mara Averick

Dec 21, 2018

tidyverse lobstr Best Practices Rlib Tidyverse Packages

blog post

readxl 1.2.0

readxl 1.2.0 is now on CRAN

Jenny Bryan

Dec 20, 2018

tidyverse readxl Data Wrangling Tidyverse Packages

blog post

httr 1.4.0

httr 1.4.0 is now on CRAN!

Mara Averick

Dec 18, 2018

tidyverse httr Data Wrangling Rlib Tidyverse Packages

blog post

pkgdown 1.3.0

pkgdown 1.3.0 is now on CRAN!

Mara Averick

Dec 10, 2018

tidyverse pkgdown Best Practices Rlib Tidyverse Packages

blog post

dplyr 0.8.0 release candidate

What you need to know about upcoming changes in dplyr 0.8.0

Romain François

Dec 3, 2018

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

tidymodels package updates

A variety of updates for tidymodels packages

Max Kuhn, Davis Vaughan, Alex Hayes

Nov 29, 2018

tidyverse recipes yardstick embed tidyposterior tidymodels Machine Learning Tidyverse Packages

blog post

parsnip

A tidy unified interface to models

Max Kuhn

Nov 28, 2018

tidyverse parsnip tidymodels Machine Learning Tidyverse Packages

blog post

Coming soon: tibble 2.0.0

The upcoming tibble 2.0.0 release has internal changes relevant to package developers who depend on tibble

Kirill Müller, Jenny Bryan

Nov 28, 2018

tidyverse tibble Data Wrangling Tidyverse Packages

blog post

generics 0.0.1

Reduce package dependencies by using common lightweight S3 generics

Max Kuhn, Davis Vaughan

Nov 14, 2018

tidyverse generics Best Practices Rlib Tidyverse Packages

blog post

Shiny 1.2.0: Plot caching

Shiny 1.2.0: plot caching with renderCachedPlot for dramatically improved performance under load

Joe Cheng

Nov 13, 2018

Shiny Interactive Apps Shiny Packages Rstudio

blog post

devtools 2.0.0

Make package development easier by providing R functions that simplify and expedite common tasks

Jim Hester

Oct 30, 2018

tidyverse devtools Best Practices Rlib Tidyverse Packages

blog post

rlang 0.3.0

API for working with tidy evaluation, base R types, and errors

Lionel Henry

Oct 29, 2018

tidyverse rlang Best Practices Rlib Tidyverse Packages

blog post

ggplot2 3.1.0

ggplot2 3.1.0 is now on CRAN!

Mara Averick, Claus Wilke

Oct 29, 2018

tidyverse ggplot2 Visualization Tidyverse Packages

blog post

sparklyr 0.9: Streams and Kubernetes

sparklyr 0.9: Spark structured streams for real-time data processing and Kubernetes cluster support

Javier Luraschi

Oct 1, 2018

Data Wrangling MLOps and Admin Spark SparklyR Streaming Big Data Packages Rstudio

blog post

Getting started with deep learning in R

Resources for getting started with deep learning in R using Keras and TensorFlow

Sigrid Keydana

Sep 12, 2018

keras3 tensorflow Machine Learning Packages Rstudio

blog post

processx 3.2.0

Run external processes with processx

Gábor Csárdi

Sep 6, 2018

tidyverse processx Best Practices Rlib Tidyverse Packages

blog post

scales 1.0.0

scales 1.0.0 is now on CRAN

Dana Seidel

Aug 9, 2018

tidyverse scales ggplot2 Visualization Rlib Tidyverse Packages

blog post

roxygen2 6.1.0

roxygen2 6.1.0 is now on CRAN!

Mara Averick

Aug 7, 2018

tidyverse roxygen2 Best Practices Rlib Tidyverse Packages

blog post

The tidymodels Package

tidymodels 0.0.1 is on CRAN

Max Kuhn

Aug 6, 2018

tidyverse tidymodels Machine Learning Tidyverse Packages

blog post

Tidy evaluation in ggplot2

Using tidy evaluation in ggplot2 3.0.0

Mara Averick

Jul 24, 2018

tidyverse ggplot2 Visualization Best Practices Tidyverse Packages

blog post

broom 0.5.0

broom 0.5.0 is on CRAN

Alex Hayes

Jul 17, 2018

tidyverse broom tidymodels Data Wrangling Tidyverse Packages

blog post

ggplot2 3.0.0

ggplot2 3.0.0 is on CRAN

Mara Averick

Jul 5, 2018

tidyverse ggplot2 Visualization Tidyverse Packages

blog post

haven 1.1.2

haven 1.1.2 is now on CRAN

Mara Averick

Jun 28, 2018

tidyverse haven Data Wrangling Tidyverse Packages

blog post

bench 1.0.1

bench 1.0.1 is now available on CRAN. bench allows you to benchmark code, by tracking execution time, memory allocations and garbage collections

Jim Hester

Jun 28, 2018

tidyverse bench Best Practices Rlib Tidyverse Packages

blog post

Shiny 1.1.0: Scaling Shiny with async

Shiny 1.1.0: async programming support via future and promises for better scalability under load

Joe Cheng

Jun 26, 2018

Shiny Interactive Apps Async Shiny Packages Rstudio

blog post

dplyr 0.7.5

dplyr 0.7.5 has reached CRAN. This is mostly a bugfix release with two important new changes

Kirill Müller, Romain François, Hadley Wickham

Jun 6, 2018

tidyverse dplyr Data Wrangling Tidyverse Packages

blog post

pkgdown 1.1.0

pkgdown 1.1.0 is now on CRAN

Mara Averick

Jun 5, 2018

tidyverse pkgdown Best Practices Rlib Tidyverse Packages

blog post

conflicted: a new approach to resolving ambiguity

conflicted: a new approach to resolving ambiguity

Hadley Wickham

Jun 2, 2018

tidyverse conflicted Best Practices Rlib Tidyverse Packages

blog post

ggplot2 2.3.0 — upcoming release

What you need to know about upcoming changes for ggplot2 2.3.0

Mara Averick

May 21, 2018

tidyverse ggplot2 Visualization Tidyverse Packages

blog post

sparklyr 0.8: Production pipelines and graphs

sparklyr 0.8: production ML pipelines with mleap export and graph analysis with graphframes

Kevin Kuo

May 14, 2018

Data Wrangling MLOps and Admin SparklyR Packages Rstudio

blog post

leaflet 2.0.0

Barret Schloerke

May 10, 2018

leaflet Visualization Interactive Apps Data Visualization Packages Rstudio

blog post

pkgdown 1.0.0

Hadley Wickham

May 3, 2018

tidyverse pkgdown Best Practices Rlib Tidyverse Packages

blog post

pillar 1.2.2

pillar 1.2.2 is on CRAN now, losing that extra dot for whole numbers and those extra zeros when there’s nothing more to see. If you still prefer the good old data frame output, this post shows how to get it back for tibbles too

Kirill Müller, Hadley Wickham

Apr 30, 2018

tidyverse pillar tibble Data Wrangling Rlib Tidyverse Packages

blog post

bigrquery 1.0.0

Hadley Wickham

Apr 24, 2018

tidyverse bigrquery dbplyr Data Wrangling Databases Tidyverse Packages

blog post

readxl 1.1.0

readxl 1.1.0 is now on CRAN

Jenny Bryan

Apr 23, 2018

tidyverse readxl Data Wrangling Tidyverse Packages

blog post

DT 0.4: Editing Tables, Smart Filtering, and More

DT 0.4: editable tables, smart filtering, and shift-click row selection for Shiny apps

Yihui Xie

Mar 29, 2018

DT Shiny Visualization Interactive Apps Datatables Shiny Packages Rstudio

blog post

reticulate: R interface to Python

Introducing reticulate: seamless interoperability between R and Python with automatic type conversion

JJ Allaire

Mar 26, 2018

reticulate Publishing Packages R Markdown Python Rstudio

blog post

lime v0.4: The Kitten Picture Edition

A new major release of lime has landed on CRAN. lime is an R port of the Python library of the same name by Marco Ribeiro that allows the user to pry open black box machine learning models and explain their outcomes on a per-observation basis

Thomas Lin Pedersen

Mar 9, 2018

keras3 Machine Learning AI Packages Releases Tensorflow Keras Explainability Image Recognition Image Processing

blog post

rlang 0.2.0

rlang 0.2.0 is on CRAN! This version brings many improvements to tidy evaluation: improved !! syntax and printing of quosures in colours

Lionel Henry

Mar 2, 2018

tidyverse rlang Best Practices Rlib Tidyverse Packages

blog post

pillar 1.2.1

pillar 1.2.1 is on CRAN now, a minor update that tweaks the output of tibbles again

Kirill Müller, Hadley Wickham

Mar 2, 2018

tidyverse pillar tibble Data Wrangling Rlib Tidyverse Packages

blog post

usethis 1.3.0

usethis 1.3.0 is now on CRAN

Jenny Bryan

Feb 25, 2018

tidyverse usethis Best Practices Rlib Tidyverse Packages

blog post

stringr 1.3.0

stringr 1.3.0 is now on CRAN

Mara Averick

Feb 22, 2018

tidyverse stringr Data Wrangling Tidyverse Packages

blog post

forcats 0.3.0

A new version of forcats is now on CRAN

Mara Averick

Feb 21, 2018

tidyverse forcats Data Wrangling Tidyverse Packages

blog post

tidyr 0.8.0

Hadley Wickham

Feb 13, 2018

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

TensorFlow for R

Tareef Kawaf

Feb 6, 2018

tensorflow Machine Learning Data Science Packages Rstudio

blog post

sparklyr 0.7: Spark Pipelines and Machine Learning

sparklyr 0.7: ML Pipelines API for building, tuning, and deploying machine learning workflows at scale

Kevin Kuo

Jan 29, 2018

Machine Learning MLOps and Admin Data Science Distributed Computing Spark SparklyR Packages Rstudio

blog post

tibble 1.4.2

tibble 1.4.2 is on CRAN now, a minor update adding options and improving performance

Kirill Müller, Hadley Wickham

Jan 24, 2018

tidyverse tibble Data Wrangling Tidyverse Packages

blog post

fs 1.0.0

fs 1.0.0 is now available on CRAN. fs provides a cross-platform, uniform interface to file system operations

Jim Hester

Jan 22, 2018

tidyverse fs Best Practices Rlib Tidyverse Packages

blog post

R Interface to Google CloudML

We are excited to announce the availability of the cloudml package, which provides an R interface to Google Cloud Machine Learning Engine. CloudML provides a number of services including on-demand access to training on GPUs and hyperparameter tuning to optimize key attributes of model architectures

J.J. Allaire

Jan 10, 2018

cloudml keras3 tfestimators tensorflow Machine Learning MLOps and Admin AI Cloud Packages Releases

blog post

dbplyr 1.2.0

New version now on CRAN. It features new database backends, an enhanced copy_to(), and initial stringr support

Edgar Ruiz

Jan 8, 2018

tidyverse dbplyr dplyr Data Wrangling Tidyverse Databases Packages

blog post

tibble 1.4.1

Tibbles are a modern reimagining of the data frame, keeping what time has shown to be effective, and throwing out what is not, with nicer default output too! This article showcases the changes in the most recent version

Kirill Müller, Hadley Wickham

Jan 3, 2018

tidyverse tibble Data Wrangling Tidyverse Packages

blog post

styler 1.0.0

styler, a package that can format your code according to the tidyverse style guide, is now on CRAN

Lorenz Walthert, Kirill Müller

Dec 20, 2017

styler Best Practices Tidyverse Packages

blog post

testthat 2.0.0

Hadley Wickham

Dec 19, 2017

tidyverse testthat Best Practices Rlib Tidyverse Packages

blog post

usethis 1.0.0 (and 1.1.0)

Hadley Wickham

Nov 28, 2017

tidyverse usethis Best Practices Rlib Tidyverse Packages

blog post

pool package on CRAN

pool package: connection pooling for databases in Shiny apps with automatic connection management

Bárbara Borges Ribeiro

Nov 17, 2017

Shiny Interactive Apps Databases Shiny Packages Rstudio

blog post

withr 2.1.0

withr 2.1.0 is now available on CRAN

Jim Hester

Nov 16, 2017

tidyverse withr Best Practices Rlib Tidyverse Packages

blog post

tidyverse 1.2.0

A new version of the tidyverse package is now on CRAN

Mara Averick

Nov 15, 2017

tidyverse Data Wrangling Tidyverse Packages

blog post

lubridate 1.7.0

A new version of lubridate is on CRAN!

Vitalie Spinu

Nov 1, 2017

tidyverse lubridate Data Wrangling Tidyverse Packages

blog post

glue 1.2.0

glue 1.2.0 is now available on CRAN. glue is designed to make it easy to interpolate (“glue”) your data into strings

Jim Hester

Oct 31, 2017

tidyverse glue Best Practices Tidyverse Packages

blog post

tfruns: Tools for TensorFlow Training Runs

tfruns: Tools for TensorFlow Training Runs

The tfruns package provides a suite of tools for tracking, visualizing, and managing TensorFlow training runs and experiments from R

J.J. Allaire

Oct 4, 2017

tfruns keras3 tfestimators Machine Learning MLOps and Admin AI Packages Releases

blog post

Announcing blogdown: Create Websites with R Markdown

Announcing blogdown: create static websites with R Markdown and Hugo

Yihui Xie

Sep 11, 2017

blogdown Publishing Markdown R Markdown Hugo Website Jekyll Hexo Wordpress Packages Rstudio

blog post

Keras for R

Introducing Keras for R: a high-level neural networks API for fast deep learning experimentation

JJ Allaire

Sep 5, 2017

keras3 Machine Learning Packages Rstudio

blog post

Keras for R

We are excited to announce that the keras package is now available on CRAN. The package provides an R interface to Keras, a high-level neural networks API developed with a focus on enabling fast experimentation

J.J. Allaire

Sep 5, 2017

keras3 Machine Learning AI Tensorflow Keras Packages Releases

blog post

Erratum tidyr 0.7.0

We have updated tidyselect to revert a behaviour introduced in tidyr 0.7.0

Lionel Henry

Sep 4, 2017

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

TensorFlow Estimators

The tfestimators package is an R interface to TensorFlow Estimators, a high-level API that provides implementations of many different model types including linear models and deep neural networks

Yuan Tang

Aug 31, 2017

tfestimators tensorflow Machine Learning AI Packages Releases

blog post

googledrive initial release

The first release of googledrive is now on CRAN. Operate on Google Drive files from R

Jenny Bryan

Aug 29, 2017

tidyverse googledrive Data Wrangling Tidyverse Packages

blog post

tidyr 0.7.0

The next installment of tidyr is finally on CRAN! This version brings tidy eval to a crucial component of the tidyverse workflow

Lionel Henry

Aug 17, 2017

tidyverse tidyr Data Wrangling Tidyverse Packages

blog post

TensorFlow v1.3 Released

The final release of TensorFlow v1.3 is now available. This release marks the initial availability of several canned estimators including DNNClassifier and DNNRegressor

J.J. Allaire

Aug 17, 2017

tensorflow tfestimators Machine Learning AI Packages Releases

blog post

Shiny 1.0.4

Shiny 1.0.4: drag-and-drop file inputs, dynamic tab management, and onStop callbacks

Winston Chang

Aug 15, 2017

Shiny Interactive Apps Packages Shiny Rstudio

blog post

Shiny 1.0.4

Winston Chang

Aug 15, 2017

Shiny Interactive Apps Packages Shiny Rstudio

blog post

purrr 0.2.3

A new version of purrr is on CRAN! It features a new family of generic mappers, a tool for tidy plucking of deep data structures, and many other features and fixes

Lionel Henry

Aug 15, 2017

tidyverse purrr Data Wrangling Tidyverse Packages

blog post

sparklyr 0.6: Distributed R and external sources

sparklyr 0.6: distributed R with spark_apply() and external data source connections

Javier Luraschi

Jul 31, 2017

Data Wrangling MLOps and Admin Spark SparklyR Distributed Computing Packages Rstudio

blog post

haven 1.1.0

haven 1.1.0: SAS transport files, cols_only for selective reading, and bug fixes

Hadley Wickham

Jul 13, 2017

tidyverse Data Wrangling Packages Rstudio

blog post

Introducing learnr

Introducing learnr: create interactive R tutorials with exercises, quizzes, and videos

Garrett Grolemund

Jul 11, 2017

Shiny Publishing Shiny Tutorial Packages R Markdown Rstudio

blog post

dbplyr 1.1.0

dbplyr 1.1.0: database backends now work directly with DBI connections and feature improved SQL translation

Hadley Wickham

Jun 27, 2017

tidyverse Data Wrangling Packages Rstudio

blog post

bigrquery 0.4.0

bigrquery 0.4.0: query Google BigQuery with DBI and dplyr backends, now with full datetime support

Hadley Wickham

Jun 26, 2017

bigrquery Data Wrangling Packages Rstudio

blog post

dplyr 0.7.0

dplyr 0.7.0: tidy evaluation for programming with dplyr, new datasets, and improved encoding support

Hadley Wickham

Jun 13, 2017

tidyverse Data Wrangling Packages Rstudio

blog post

shinydashboard 0.6.0

shinydashboard 0.6.0: bookmarkable state for sidebars and new inputs for tracking collapsed state

Bárbara Borges Ribeiro

May 18, 2017

Shiny Interactive Apps Packages Shiny Rstudio

blog post

readxl 1.0.0

readxl 1.0.0: target specific cells for reading Excel files plus new logical and list column types

Jenny Bryan

Apr 19, 2017

tidyverse Data Wrangling Packages Rstudio

blog post

dplyr 0.6.0 coming soon!

dplyr 0.6.0 preview: database changes with dbplyr, CJK encoding support, and tidy evaluation

Hadley Wickham

Apr 13, 2017

dplyr Data Wrangling Packages Rstudio

blog post

tidyverse updates

Tidyverse package updates: forcats 0.2.0, readr 1.1.0, stringr 1.2.0, and tibble 1.3.0

Hadley Wickham

Apr 12, 2017

tidyverse Data Wrangling Packages Rstudio

blog post

Shiny 1.0.1

Shiny 1.0.1 adds reactiveVal() for single reactive values and HTML content in radio buttons and checkboxes

Bárbara Borges Ribeiro

Apr 5, 2017

Shiny Interactive Apps Packages Shiny Rstudio

blog post

leaflet 1.1.0

leaflet 1.1.0 adds text labels, shape highlighting, awesome-markers, sf support, custom projections, and viridis palettes

Joe Cheng

Feb 22, 2017

leaflet Visualization Interactive Apps Packages Rstudio

blog post

roxygen2 6.0.0

roxygen2 6.0.0 introduces markdown syntax for documentation and improved inheritance with @inherit tags

Hadley Wickham

Feb 1, 2017

roxygen2 Best Practices Packages Rstudio

blog post

xml2 1.1.1

xml2 1.1.1 adds tools for creating and modifying XML, improved list conversion, and XML validation support

Jim Hester

Jan 24, 2017

xml2 Data Wrangling Packages Rstudio

blog post

sparklyr 0.5: Livy and dplyr improvements

sparklyr 0.5 extends dplyr with do() and n_distinct(), adds experimental Livy support for remote Spark connections

Javier Luraschi

Jan 24, 2017

Data Wrangling MLOps and Admin Livy Spark SparklyR Packages Rstudio

blog post

Announcing bookdown: Authoring Books and Technical Documents with R Markdown

bookdown extends R Markdown for writing books with cross-references, citations, and multiple output formats

Yihui Xie

Dec 2, 2016

bookdown Publishing Packages R Markdown Rstudio

blog post

svglite 1.2.0

svglite 1.2.0 improves font handling with system_fonts and user_fonts arguments, plus text scaling fixes

Hadley Wickham

Nov 14, 2016

svglite Visualization Packages Rstudio

blog post

shinythemes 1.1.1

shinythemes 1.1.1 adds new Bootstrap themes from bootswatch.com and a live theme selector for Shiny apps

Winston Chang

Oct 13, 2016

Shiny Interactive Apps Packages Shiny Rstudio

blog post

haven 1.0.0

haven 1.0.0 reads and writes SAS, SPSS, and Stata files with improved missing value and date/time support

Hadley Wickham

Oct 4, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

sparklyr — R interface for Apache Spark

Introducing sparklyr: use dplyr syntax to manipulate Spark data and run distributed machine learning from R

RStudio Team

Sep 27, 2016

Data Wrangling MLOps and Admin Packages Rstudio News

blog post

tidyverse 1.0.0

The tidyverse package installs and loads core tidyverse packages (ggplot2, dplyr, tidyr, readr, purrr, tibble) in one command

Hadley Wickham

Sep 15, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

lubridate 1.6.0

lubridate 1.6.0 adds flexible period/duration parsing from strings and date rounding with unit multipliers

Hadley Wickham

Sep 15, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

forcats 0.1.0

Introducing forcats: tools for working with factors including fct_recode(), fct_lump(), and fct_reorder()

Hadley Wickham

Aug 31, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tibble 1.2.0

tibble 1.2.0 adds add_column(), improves add_row() with position control, and renames frame_data() to tribble()

Hadley Wickham

Aug 29, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

stringr 1.1.0

stringr 1.1.0 adds practice datasets (fruit, words, sentences), boundary() in more functions, and str_view() for regex

Hadley Wickham

Aug 24, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.6.0

tidyr 0.6.0 adds drop_na() to remove rows containing missing values in selected or all columns

Hadley Wickham

Aug 15, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

A New Version of DT (0.2) on CRAN

DT 0.2 adds the Buttons extension, row/column/cell selection, and functions to modify tables without rebuilding

Yihui Xie

Aug 9, 2016

DT Visualization Interactive Apps Packages Rstudio

blog post

readr 1.0.0

readr 1.0.0 improves column guessing with printed specs, adds better date/time parsers and low-level file readers

Hadley Wickham

Aug 5, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

xml2 1.0.0

xml2 1.0.0 adds XML creation and modification, xml_find_first() for ragged data, and easier namespace handling

Hadley Wickham

Jul 5, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tibble 1.1

tibble 1.1 introduces tibble(), as_tibble(), and is_tibble() naming, plus safer column extraction with warnings

Hadley Wickham

Jul 5, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

httr 1.2.0

httr 1.2.0 adds RETRY() for unreliable APIs with exponential backoff, and fixes POST redirect issues

Hadley Wickham

Jul 5, 2016

httr Data Wrangling Packages Rstudio

blog post

dplyr 0.5.0

dplyr 0.5.0 adds coalesce(), if_else(), case_when(), recode(), and the summarise_all/at/if family of functions

Hadley Wickham

Jun 27, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.5.0

tidyr 0.5.0 adds separate_rows() for delimiter-separated values, plus sep arguments for spread() and unnest()

Hadley Wickham

Jun 13, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

flexdashboard: Easy interactive dashboards for R

Introducing flexdashboard: create interactive dashboards with R Markdown, htmlwidgets, and optional Shiny components

RStudio Team

May 17, 2016

Shiny Publishing Interactive Apps Packages R Markdown Shiny Rstudio

blog post

testthat 1.0.0

testthat 1.0.0 adds pipe support, new expectations, consistent side-effect testing, and C++ unit testing with Catch

Hadley Wickham

Apr 29, 2016

testthat Best Practices Packages Rstudio

blog post

Feather: A Fast On-Disk Format for Data Frames for R and Python, powered by Apache Arrow

Introducing Feather: a fast binary file format for data frames that works in both R and Python, built on Apache Arrow

Hadley Wickham

Mar 29, 2016

Data Wrangling Packages Rstudio

blog post

tibble 1.0.0

Introducing the tibble package: modern data frames with better printing, stricter subsetting, and no string-to-factor conversion

Hadley Wickham

Mar 24, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

R Markdown v0.9.5

R Markdown 0.9.5 adds floating table of contents, code folding, tabbed sections, and five new HTML themes

RStudio Team

Mar 21, 2016

rmarkdown Publishing Packages R Markdown Rstudio News

blog post

R Markdown Custom Formats

Overview of custom R Markdown formats (tufte, rticles, rmdformats) and how to create your own output formats

RStudio Team

Mar 21, 2016

rmarkdown Publishing Packages R Markdown Rstudio

blog post

R on Travis-CI

Improved R support on Travis-CI with container-based infrastructure, package caching, and multiple R versions

Jim Hester

Mar 9, 2016

Best Practices Packages Rstudio

blog post

ggplot2 2.1.0

ggplot2 2.1.0 fixes bugs from 2.0.0 with better histogram binning, consistent argument ordering, and alpha behavior

Hadley Wickham

Mar 3, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.4.0

tidyr 0.4.0 introduces nested data frames with nest()/unnest() and complete() for making implicit missing values explicit

Hadley Wickham

Feb 2, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

memoise 1.0.0

memoise 1.0.0 caches function results with better printing, argument forwarding, and time-based invalidation

Jim Hester

Feb 2, 2016

memoise Best Practices Packages Rstudio

blog post

httr 1.1.0 (and 1.0.0)

httr 1.0.0 switches from RCurl to curl for reliability; 1.1.0 improves error messages and OAuth support

Hadley Wickham

Feb 2, 2016

httr Data Wrangling Packages Rstudio

blog post

Devtools 1.10.0

devtools 1.10.0 improves Windows RTools detection, adds use_news_md() and use_mit_license(), with lazy GitHub installs

Hadley Wickham

Feb 2, 2016

devtools Best Practices Packages Rstudio

blog post

Shiny 0.13.0

Shiny 0.13.0 introduces Gadgets for interactive tools, HTML templates, modules for managing complexity, and stack traces

Winston Chang

Jan 20, 2016

Shiny Interactive Apps Packages Shiny Rstudio News

blog post

RcppParallel: Getting R and C++ to work (some more) in parallel

RcppParallel provides portable parallel C++ algorithms using Intel TBB or TinyThread, achieving 200-300x speedups

RStudio Team

Jan 15, 2016

Best Practices Packages Rstudio

blog post

purrr 0.2.0

purrr 0.2.0 adds type-stable map functions (map_lgl/int/dbl/chr), flatten variants, and safely() for error handling

Hadley Wickham

Jan 6, 2016

tidyverse Data Wrangling Packages Rstudio

blog post

ggplot 2.0.0

ggplot2 2.0.0: official extension mechanism, new geoms (geom_count, geom_curve, geom_label), appearance tweaks, and facet labels

Hadley Wickham

Dec 21, 2015

ggplot2 Visualization Packages Rstudio

blog post

svglite 1.0.0

svglite produces compact, web-optimized SVG graphics from R, with smaller file sizes and faster rendering than base R’s svg() device

Hadley Wickham

Dec 10, 2015

svglite Visualization Packages Rstudio

blog post

roxygen2 5.0.0

roxygen2 5.0.0 adds RoxygenNote for version tracking, easier package documentation, and support for documenting re-exported functions

Hadley Wickham

Oct 29, 2015

roxygen2 Best Practices Packages Rstudio

blog post

readr 0.2.0

readr 0.2.0 adds locales for international data (encodings, date formats, decimal marks), comment support, and CSV/TSV writers

Hadley Wickham

Oct 28, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

testthat 0.11.0

testthat 0.11.0 adds expect_silent() for checking no output/warnings, skip_on_os() and skip_on_appveyor(), plus random encouragement

Hadley Wickham

Oct 15, 2015

testthat Best Practices Packages Rstudio

blog post

purrr 0.1.0

Introducing purrr: functional programming tools for R with map functions, formula shortcuts for anonymous functions, and list manipulation

Hadley Wickham

Sep 29, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

rvest 0.3.0

rvest 0.3.0 switches to xml2 for better performance and no memory leaks. html() becomes read_html(), html_tag() becomes html_name()

Hadley Wickham

Sep 24, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

tidyr 0.3.0

tidyr 0.3.0 adds fill() for carrying forward values, replace_na(), complete() for missing combinations, and unnest() for list columns

Hadley Wickham

Sep 13, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

devtools 1.9.1

devtools 1.9.1 adds remote dependencies via DESCRIPTION’s Remotes field, improved GitHub integration, and better revdep_check()

Hadley Wickham

Sep 13, 2015

devtools Best Practices Packages Rstudio

blog post

dplyr 0.4.3

dplyr 0.4.3 fixes mutate() crashes, improves non-ASCII column support, shows column types when printing, and adds bind_rows(.id)

Hadley Wickham

Sep 4, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Leaflet: Interactive web maps with R

Create interactive web maps in R with leaflet: markers, polygons, popups, GeoJSON support, and seamless Shiny integration

Yihui Xie

Jun 24, 2015

leaflet Visualization Interactive Apps Htmlwidgets Spatial Packages Rstudio

blog post

DT: An R interface to the DataTables library

DT brings DataTables to R: sortable, filterable, paginated HTML tables with column formatting and Shiny integration

Yihui Xie

Jun 24, 2015

DT Visualization Interactive Apps Datatables Htmlwidgets Packages Rstudio

blog post

d3heatmap: Interactive heat maps

d3heatmap creates interactive heat maps with D3.js: zoom by dragging, highlight rows/columns on click, hover to see values

Joe Cheng

Jun 24, 2015

Visualization Interactive Apps D3 Htmlwidgets Packages Rstudio

blog post

Shiny 0.12: Interactive Plots with ggplot2

Shiny 0.12 adds interactive plots for base graphics and ggplot2: capture mouse clicks, hovers, and brushes to select points

Joe Cheng

Jun 16, 2015

ggplot2 Shiny Interactive Apps Packages Shiny Rstudio

blog post

devtools 1.8.0

devtools 1.8 adds use_git(), use_test(), dr_devtools(), and better dependency management with package_deps()

Hadley Wickham

May 11, 2015

devtools Best Practices Packages Rstudio

blog post

stringr 1.0.0

stringr 1.0.0 is now powered by stringi for faster performance and better unicode. Adds str_subset(), boundary(), and locale-aware sorting

Hadley Wickham

May 5, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Parse and process XML (and HTML) with xml2

xml2 wraps libxml2 for easy XML/HTML parsing in R: navigate trees, extract nodes with XPath, and handle namespaces

Hadley Wickham

Apr 21, 2015

xml2 Data Wrangling Packages Rstudio

blog post

Get data out of excel and into R with readxl

readxl reads both .xls and .xlsx files with no external dependencies. Fast, handles dates, and auto-drops blank columns

Hadley Wickham

Apr 15, 2015

readxl Data Wrangling Packages Rstudio

blog post

Interactive time series with dygraphs

dygraphs brings interactive time series charts to R: pan, zoom, highlight, annotate, and embed in R Markdown or Shiny

RStudio Team

Apr 14, 2015

Shiny Interactive Apps Packages Shiny Rstudio

blog post

readr 0.1.0

Introducing readr: read CSV, TSV, and fixed-width files 10x faster than base R, with automatic type detection and no stringsAsFactors

Hadley Wickham

Apr 9, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Data Visualization cheatsheet, plus Spanish translations

New ggplot2 cheatsheet covering geoms, stats, scales, facets, and themes—plus Spanish translations of other cheatsheets

Garrett Grolemund

Mar 30, 2015

ggplot2 MLOps and Admin Cheatsheet Data Visualization Graphs Plots Packages Rstudio Training

blog post

Package Development cheatsheet, plus Chinese translations

New devtools cheatsheet for building R packages: structure, DESCRIPTION, roxygen docs, tests, and vignettes—plus Chinese translations

Garrett Grolemund

Mar 12, 2015

cheatsheets MLOps and Admin Packages Rstudio Training

blog post

haven 0.1.0

haven reads SAS, SPSS, and Stata files into R, including SAS7BDAT and Stata 13 formats, with labelled variable support

Hadley Wickham

Mar 4, 2015

tidyverse Data Wrangling Packages Rstudio

blog post

Epoch.com sponsors RMySQL development

Epoch.com sponsors RMySQL development, enabling improved build systems and CRAN binaries for all platforms

Hadley Wickham

Feb 11, 2015

RMySQL Community Data Wrangling Packages Rstudio

blog post

Shiny 0.11, themes, and dashboard

Shiny 0.11 migrates to Bootstrap 3, adds improved sliders, passwordInput(), observeEvent(), plus new shinythemes and shinydashboard packages

Winston Chang

Jan 23, 2015

Shiny Interactive Apps Packages Shiny Rstudio News

blog post

RMySQL 0.10.0

RMySQL 0.10.0 adds CRAN binaries for Windows/Mac, transaction support, and DBI 0.3 compatibility

Hadley Wickham

Jan 9, 2015

RMySQL Data Wrangling Packages Rstudio

blog post

ggplot2 updates

ggplot2 hits 1.0.0—a mature, stable release. Second edition of the ggplot2 book is in progress

Hadley Wickham

Jan 9, 2015

ggplot2 Visualization Packages Rstudio

blog post

htmlwidgets: JavaScript data visualization for R

Introducing htmlwidgets: bring JavaScript visualization libraries to R. Works in console, R Markdown, and Shiny

RStudio Team

Dec 18, 2014

Shiny Interactive Apps Packages Shiny Rstudio News

blog post

tidyr 0.2.0 (and reshape2 1.4.1)

tidyr 0.2.0 adds expand() for filling missing combinations, unnest() for list-columns, and better separate() control

Hadley Wickham

Dec 8, 2014

tidyverse Data Wrangling Packages Rstudio

blog post

magrittr 1.5

magrittr 1.5 adds functional sequences (define functions with pipes), lambda syntax with braces, and %T>%, %$%, %<>% operators

Hadley Wickham

Dec 1, 2014

magrittr Data Wrangling Packages Rstudio

blog post

rvest: easy web scraping with R

Introducing rvest: scrape web data with CSS selectors or XPath, extract text/tables, and navigate sites with sessions

Hadley Wickham

Nov 24, 2014

rvest Data Wrangling Packages Rstudio

blog post

RSQLite 1.0.0

RSQLite 1.0.0 cleans up the API, adds initExtension() for useful functions, and improves transaction handling

Hadley Wickham

Oct 25, 2014

RSQLite Data Wrangling Packages Rstudio

blog post

dplyr 0.3

dplyr 0.3 adds distinct(), slice(), rename(), transmute(), count(), data_frame(), flexible joins, and set operations

Hadley Wickham

Oct 13, 2014

tidyverse Data Wrangling Packages Rstudio

blog post

Shiny 0.10.2

Shiny 0.10.2 adds single-file apps (app.R), progress bars, IE 8/9 file uploads, and upgrades DataTables to 1.10

Yihui Xie

Oct 2, 2014

progress Shiny Interactive Apps Datatables Internet Explorer Shiny Packages Rstudio

blog post

devtools 1.6

devtools 1.6 improves install_github(), adds session_info(), and introduces use_data(), use_testthat(), use_travis() helpers

Hadley Wickham

Oct 2, 2014

devtools Best Practices Packages Rstudio

blog post

testthat 0.9

testthat 0.9 adds skip() and skip_on_cran(), describe() for BDD-style tests, with_mock() for mocking, and reference comparisons

Hadley Wickham

Sep 23, 2014

testthat Best Practices Packages Rstudio

blog post

Packrat on CRAN

Packrat 0.4.1 hits CRAN with local repository support, experimental package caching, and Windows improvements

Kevin Ushey

Sep 5, 2014

packrat Best Practices Packages Rstudio

blog post

httr 0.5

httr 0.5 adds write_disk() to save response bodies directly to disk, plus preliminary HTTP caching support

Hadley Wickham

Sep 3, 2014

httr Data Wrangling Packages Rstudio

blog post

The R Markdown Cheat Sheet

New R Markdown cheat sheet: render reports to PDF, HTML, or Word, embed R code, and create interactive documents

Garrett Grolemund

Aug 1, 2014

rmarkdown cheatsheets MLOps and Admin Packages Rstudio Training

blog post

Shiny 0.10.1

Shiny 0.10.1 adds full Unicode support on Windows, ‘user/repo’ syntax for runGitHub(), and inline output options

Yihui Xie

Aug 1, 2014

Shiny Interactive Apps Shiny Unicode Utf-8 Packages Rstudio

blog post

httr 0.4

httr 0.4 adds quick start and API package vignettes, headers()/cookies() extractors, encode argument, and progress bars

Hadley Wickham

Jul 31, 2014

httr Data Wrangling Packages Rstudio

blog post

New data packages

Four new data packages: babynames, fueleconomy, nasaweather, and nycflights13—large datasets for learning data analysis

Hadley Wickham

Jul 23, 2014

Data Wrangling Packages Rstudio

blog post

Introducing tidyr

Introducing tidyr: reshape messy data with gather() (wide to long), separate() (split columns), and spread() (long to wide)

Hadley Wickham

Jul 22, 2014

tidyr Data Wrangling Packages Rstudio

blog post

Announcing Packrat v0.4

Packrat 0.4 adds automatic snapshots, bundle/unbundle for sharing, on/off mode, and RStudio IDE integration

Kevin Ushey

Jul 22, 2014

packrat Best Practices Packages RStudio IDE Rstudio

blog post

Introducing ggvis

Introducing ggvis: grammar of graphics meets interactivity. Create reactive, browser-rendered plots with Shiny integration

Winston Chang

Jun 23, 2014

Shiny Interactive Apps Packages Shiny Rstudio

blog post

Shiny 0.10

Shiny 0.10 adds interactive document support, flowLayout/splitLayout, validate/need for errors, and server-side selectize

Joe Cheng

Jun 20, 2014

Shiny Interactive Apps Packages Shiny Rstudio

blog post

R Markdown v2

R Markdown v2: Pandoc-powered output to PDF, Word, HTML, and slides. Citations, tables, footnotes, and custom templates

Yihui Xie

Jun 18, 2014

markdown rmarkdown Publishing Dynamic Documents Interactive Documents Knitr Pandoc Packages Rstudio News

blog post

dplyr 0.2

dplyr 0.2 imports %>% from magrittr, overhauls do() for list-columns, and adds sample_n(), summarise_each(), glimpse()

Hadley Wickham

May 21, 2014

dplyr Data Wrangling Packages Rstudio

blog post

roxygen2 4.0.1

roxygen2 4.0.1 adds strict parsing with line numbers in errors, new vignettes, and safe file management

Hadley Wickham

May 19, 2014

roxygen2 Best Practices Packages Rstudio

blog post

reshape2 1.4; Kevin Ushey joins Rstudio

reshape2 1.4 gets a C++ melt() for 10x speedup. Also: Kevin Ushey joins RStudio

Hadley Wickham

May 9, 2014

Data Wrangling Community Packages Rstudio News

blog post

devtools 1.5

devtools 1.5 adds add_test_infrastructure(), add_travis(), add_rstudio_project() and safer install_github()

Hadley Wickham

Apr 8, 2014

devtools Best Practices Packages Rstudio

blog post

httr 0.3

httr 0.3 overhauls OAuth with caching and improved authentication. Query web APIs easily from R

Hadley Wickham

Mar 21, 2014

httr Data Wrangling Packages Rstudio

blog post

dplyr 0.1.3

dplyr 0.1.3 fixes Rcpp compatibility and several bugs that caused R crashes

Hadley Wickham

Mar 16, 2014

dplyr Data Wrangling Packages Rstudio

blog post

testthat 0.8 (and 0.8.1)

testthat 0.8 moves tests to tests/testthat/, adds line numbers in errors, and four new expectations

Hadley Wickham

Feb 25, 2014

testthat Best Practices Packages Rstudio

blog post

dplyr 0.1.2

dplyr 0.1.2 improves select() with starts_with(), ends_with(), contains(), and named arguments for renaming

Hadley Wickham

Feb 25, 2014

dplyr Data Wrangling Packages Rstudio

blog post

roxygen2 3.1.0

roxygen2 3.1.0 automatically documents reference class methods from docstrings

Hadley Wickham

Jan 30, 2014

roxygen2 Best Practices Packages Rstudio

blog post

dplyr 0.1.1

dplyr 0.1.1 fixes crash bugs, adds sort argument to tally(), and renames explain_tbl() to explain()

Hadley Wickham

Jan 30, 2014

dplyr Data Wrangling Packages Rstudio

blog post

Introducing dplyr

dplyr: a new package for fast data manipulation with a consistent API that works on local data frames and remote databases

Hadley Wickham

Jan 17, 2014

dplyr Data Wrangling Packages Rstudio

blog post

roxygen2 3.0.0

roxygen2 3.0.0 adds seamless S4 and RC class documentation, smarter S3 handling, and safer roxygenise()

Hadley Wickham

Dec 9, 2013

roxygen2 Best Practices Packages Rstudio

blog post

devtools 1.4 now available

devtools 1.4 adds automated vignette building and a simpler install_github() syntax

Hadley Wickham

Nov 27, 2013

devtools Best Practices Packages Rstudio

blog post

Announcing Packrat

Packrat: a new tool for reproducible package management that keeps dependencies private to each project

Jonathan McPherson

Nov 14, 2013

packrat Best Practices Packages Rstudio

blog post

Version 1.2 of devtools released

devtools 1.2 speeds up installation, supports R 3.0 vignettes, and adds sha verification for source_url()

Hadley Wickham

Apr 17, 2013

devtools Best Practices Packages Rstudio

blog post

Version 1.0 of devtools released!

devtools 1.0 adds S4 and Rcpp support plus much better Rtools detection on Windows

Hadley Wickham

Jan 23, 2013

devtools Best Practices Packages Rstudio

blog post

ggplot2 0.9.3 and plyr 1.8 have been released!

ggplot2 0.9.3 fixes bugs and adds stat warnings; plyr 1.8 brings sequential summarise() and .paropts

Winston Chang

Dec 6, 2012

ggplot2 Visualization Data Wrangling Packages Rstudio

blog post

New version of httr: 0.2

httr 0.2: an easier way to work with web APIs, with HTTP verbs, OAuth 1.0/2.0, and automatic cookie handling

Hadley Wickham

Oct 14, 2012

httr Data Wrangling Packages Rstudio

blog post

lubridate 1.2.0 now on CRAN

lubridate 1.2.0 is 50x faster at parsing dates, adds stamp() for custom formatting, and %m+% for safe month math

Garrett Grolemund

Oct 8, 2012

lubridate Data Wrangling Packages Rstudio

blog post

New version of devtools: 0.8

devtools 0.8 rewrites load_all() for better namespace simulation and adds support for C/C++ code and GitHub PRs

Hadley Wickham

Sep 16, 2012

devtools Best Practices Packages Rstudio

blog post

ggplot2 0.9.2 has been released!

ggplot2 0.9.2 overhauls the theming system: opts() becomes theme(), theme_() becomes element_()

Hadley Wickham

Sep 7, 2012

ggplot2 Visualization Packages Rstudio

Resources tagged Packages#

video

Tareef Kawaf | Posit useR! 2017 Presentation, Brussels

Tareef Kawaf | Posit useR! 2017 Presentation, Brussels

What has Posit been up to?

Aug 2, 2017

13 min

975 views

Rstudio R Markdown Shiny RStudio Connect Dplyr Blogdown Packages Notebooks SparklyR UseR! Tareef Kawaf

Packages

Blog Posts tagged Packages#

Rapp 0.3.0

mirai 2.6.0

dplyr::if_else() and dplyr::case_when() are up to 30x faster

nanonext 1.8.0

dplyr 1.2.0

ragnar 0.3.0

plumber2 0.2.0

orbital 0.4.0

yaml12: YAML 1.2 for R and Python

tidypredict 1.0.0

Two New tidymodels Packages

ellmer 0.4.0

testthat 3.3.0

pkgdown 2.2.0

tune version 2.0.0

stringr 1.6.0

purrr 1.2.0

ggplot2 styling

plumber2 0.1.0

ggplot2 4.0.0

mirai 2.5.0

nanonext 1.7.0

ragnar 0.2

quarto R package v1.5.0: Streamlined Workflows for R Users

ellmer 0.3.0

R and the Model Context Protocol

httr2 1.2.0

webR 0.5.4

Parallel processing in purrr 1.1.0

Introducing vitals, a toolkit for evaluating LLM products in R

duckplyr fully joins the tidyverse!

ellmer 0.2.0

svglite 2.2.0

recipes 1.3.0

scales 1.4.0

rsample 1.3.0

Improved sparsity support in tidymodels

nanoparquet 0.4.0

httr2 1.1.0

orbital 0.3.0

S7 0.2.0

patchwork 1.3.0

recipes 1.1.0

pkgdown 2.1.0

bonsai 0.3.0

nanoparquet 0.3.0

marquee 0.1.0

News from the sparkly-verse

tune 1.2.0

Tidyverse developer day 2024

dbplyr 2.5.0

Chat with AI in RStudio

webR 0.3.1

ggplot2 3.5.0: Introducing: coord_radial()

ggplot2 3.5.0: Axes

ggplot2 3.5.0: Legends

ggplot2 3.5.0

bigrquery 1.5.0

withr 3.0.0

roxygen2 7.3.0

scales 1.3.0

httr2 1.0.0

dbplyr 2.4.0

testthat 3.2.0

pak 0.6.0

New interface to validation splits

gmailr 2.0.0

safetensors 0.1.0

torch 0.11.0

desirability2

censored 0.2.0

Writing performant code with tidy tools

luz 0.4.0

torch 0.10.0

Deep Learning and Scientific Computing with R torch: the book

dplyr 1.1.1

tidyverse 2.0.0

dtplyr 1.3.0

`dplyr::if_else()` and `dplyr::case_when()` are up to 30x faster

dplyr 1.1.0: `pick()`, `reframe()`, and `arrange()`