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Deep Learning for Text Classification with Keras

Deep Learning for Text Classification with Keras

Two-class classification, or binary classification, may be the most widely applied kind of machine-learning problem. In this excerpt from the book Deep Learning with R, you'll learn to classify movie reviews as positive or negative, based on the text content of the reviews

François Chollet, J.J. Allaire

Dec 7, 2017

keras3 Machine Learning AI Tensorflow Keras Natural Language Processing

usethis 1.0.0 (and 1.1.0)

Hadley Wickham

Nov 28, 2017

tidyverse usethis Best Practices Rlib Tidyverse Packages

pool package on CRAN

Bárbara Borges Ribeiro

Nov 17, 2017

Shiny Interactive Apps Databases Shiny Packages Rstudio

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

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

R-Admins Community

Hadley Wickham

Nov 3, 2017

Community Rstudio

lubridate 1.7.0

A new version of lubridate is on CRAN!

Vitalie Spinu

Nov 1, 2017

tidyverse lubridate Data Wrangling Tidyverse Packages

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

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

👩‍💻🚙👯: My googledrive internship

Over the past several months I have been working with Jenny Bryan on the googledrive package. I wanted to share a bit about the process and some things I learned along the way. While brainstorming this post, I went back through my GitHub commits to remind myself of the journey - it turns out they do a rather good job of showing the scope of this!

Lucy DAgostino McGowan

Sep 8, 2017

tidyverse googledrive Community Tidyverse Learn

The summer of ggplot2 - wooooo!

This summer I had the great fortune to accept the ggplot2 internship baton and spend ten weeks developing new features and fixing bugs in ggplot2

Kara Woo

Sep 8, 2017

tidyverse ggplot2 Community Tidyverse Learn

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

Keras for R

JJ Allaire

Sep 5, 2017

keras3 Machine Learning Packages Rstudio

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

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