• Stars
    star
    811
  • Rank 53,431 (Top 2 %)
  • Language
    R
  • License
    Other
  • Created about 7 years ago
  • Updated about 1 month ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

R Interface to Keras

R interface to Keras

R-CMD-check CRAN_Status_Badge license

Keras is a high-level neural networks API developed with a focus on enabling fast experimentation. Being able to go from idea to result with the least possible delay is key to doing good research. Keras has the following key features:

  • Allows the same code to run on CPU or on GPU, seamlessly.

  • User-friendly API which makes it easy to quickly prototype deep learning models.

  • Built-in support for convolutional networks (for computer vision), recurrent networks (for sequence processing), and any combination of both.

  • Supports arbitrary network architectures: multi-input or multi-output models, layer sharing, model sharing, etc. This means that Keras is appropriate for building essentially any deep learning model, from a memory network to a neural Turing machine.

See the package website at https://keras.posit.co for complete documentation.

More Repositories

1

cheatsheets

Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.
TeX
5,540
star
2

shiny

Easy interactive web applications with R
R
5,209
star
3

rstudio

RStudio is an integrated development environment (IDE) for R
Java
4,432
star
4

bookdown

Authoring Books and Technical Documents with R Markdown
JavaScript
3,613
star
5

rmarkdown

Dynamic Documents for R
R
2,737
star
6

shiny-examples

JavaScript
1,927
star
7

gt

Easily generate information-rich, publication-quality tables from R
R
1,873
star
8

blogdown

Create Blogs and Websites with R Markdown
R
1,694
star
9

reticulate

R Interface to Python
R
1,604
star
10

webinars

Code and slides for RStudio webinars
HTML
1,510
star
11

rticles

LaTeX Journal Article Templates for R Markdown
TeX
1,402
star
12

plumber

Turn your R code into a web API.
R
1,355
star
13

tensorflow

TensorFlow for R
R
1,313
star
14

renv

renv: Project environments for R.
R
953
star
15

pagedown

Paginate the HTML Output of R Markdown with CSS for Print
R
861
star
16

shinydashboard

Shiny Dashboarding framework
CSS
852
star
17

pointblank

Data quality assessment and metadata reporting for data frames and database tables
R
794
star
18

flexdashboard

Easy interactive dashboards for R
JavaScript
788
star
19

leaflet

R Interface to Leaflet Maps
JavaScript
784
star
20

rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)
RMarkdown
738
star
21

ggvis

Interactive grammar of graphics for R
R
709
star
22

shiny-server

Host Shiny applications over the web.
JavaScript
700
star
23

rstudio-conf

Materials for rstudio::conf
HTML
696
star
24

learnr

Interactive Tutorials with R Markdown
R
695
star
25

RStartHere

A guide to some of the most useful R Packages that we know about
R
656
star
26

py-shiny

Shiny for Python
Python
627
star
27

DT

R Interface to the jQuery Plug-in DataTables
JavaScript
577
star
28

rmarkdown-cookbook

R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown.
RMarkdown
562
star
29

blastula

Easily send great-looking HTML email messages from R
R
522
star
30

r2d3

R Interface to D3 Visualizations
R
513
star
31

bookdown-demo

A minimal book example using bookdown
CSS
476
star
32

hex-stickers

RStudio hex stickers
R
426
star
33

distill

Distill for R Markdown
HTML
416
star
34

bslib

Tools for theming Shiny and R Markdown via Bootstrap 3, 4, or 5.
SCSS
414
star
35

packrat

Packrat is a dependency management system for R
R
394
star
36

tufte

Tufte Styles for R Markdown Documents
R
385
star
37

dygraphs

R interface to dygraphs
JavaScript
358
star
38

revealjs

R Markdown Format for reveal.js Presentations
JavaScript
316
star
39

pins-r

Pin, Discover and Share Resources
R
296
star
40

fontawesome

Easily insert FontAwesome icons into R Markdown docs and Shiny apps
R
287
star
41

profvis

Visualize R profiling data
JavaScript
285
star
42

crosstalk

Inter-htmlwidget communication for R (with and without Shiny)
JavaScript
284
star
43

config

config package for R
R
247
star
44

pool

Object Pooling in R
R
242
star
45

thematic

Theme ggplot2, lattice, and base graphics based on a few simple settings.
R
237
star
46

Intro

Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media
R
234
star
47

tinytex-releases

Windows/macOS/Linux binaries and installation methods of TinyTeX
PowerShell
226
star
48

shinytest

Automated testing for shiny apps
JavaScript
222
star
49

httpuv

HTTP and WebSocket server package for R
C
217
star
50

nomnoml

Sassy 'UML' Diagrams for R
JavaScript
215
star
51

shinymeta

Record and expose Shiny app logic using metaprogramming
R
212
star
52

htmltools

Tools for HTML generation and output
R
201
star
53

shinyuieditor

A GUI for laying out a Shiny application that generates clean and human-readable UI code
JavaScript
200
star
54

promises

A promise library for R
R
193
star
55

vetiver-r

Version, share, deploy, and monitor models
R
172
star
56

rstudioapi

Safely access RStudio's API (when available)
R
161
star
57

gradethis

Tools for teachers to use with learnr
R
159
star
58

concept-maps

Concept maps for all things data science
HTML
158
star
59

master-the-tidyverse

Course contents for Master the Tidyverse
156
star
60

shinythemes

Themes for Shiny
R
152
star
61

ShinyDeveloperConference

Materials collected from the First Shiny Developer Conference Palo Alto, CA January 30-31 2016
HTML
152
star
62

chromote

Chrome Remote Interface for R
R
145
star
63

shiny-gallery

Code and other documentation for apps in the Shiny Gallery ✨
HTML
140
star
64

sortable

R htmlwidget for Sortable.js
R
124
star
65

rsconnect

Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
R
120
star
66

reactlog

Shiny Reactivity Visualizer
JavaScript
119
star
67

redx

dynamic nginx configuration
Lua
118
star
68

bigdataclass

Two-day workshop that covers how to use R to interact databases and Spark
R
114
star
69

r-system-requirements

System requirements for R packages
Shell
111
star
70

shinyapps

Deploy Shiny applications to ShinyApps
110
star
71

webshot2

Take screenshots of web pages from R
R
109
star
72

shinyloadtest

Tools for load testing Shiny applications
HTML
108
star
73

shinyvalidate

Input validation package for the Shiny web framework
JavaScript
108
star
74

r-docker

Docker images for R
Dockerfile
105
star
75

miniUI

R
102
star
76

sass

Sass compiler package for R
C++
102
star
77

shinytest2

R
98
star
78

keras-customer-churn

Customer Churn Shiny Application
R
96
star
79

r-builds

an opinionated environment for compiling R
Shell
91
star
80

addinexamples

An R package showcasing how RStudio addins can be registered and used.
R
85
star
81

r-manuals

A re-styled version of the R manuals
R
84
star
82

shinyapps-package-dependencies

Collection of bash scripts that install R package system dependencies
R
74
star
83

markdown

The first generation of Markdown rendering for R (born in 2012). Originally based on the C library sundown. Now based on commonmark. Note that this package is markdown, not *rmarkdown*.
R
72
star
84

R-Websockets

HTML 5 Websockets implementation for R
R
68
star
85

webdriver

WebDriver client in R
R
68
star
86

beyond-dashboard-fatigue

Materials for the RStudio webinar 'Beyond Dashboard Fatigue'
R
66
star
87

cloudml

R interface to Google Cloud Machine Learning Engine
R
65
star
88

shinylive

Run Shiny on Python (compiled to wasm) in the browser
TypeScript
61
star
89

rstudio-conf-2022-program

rstudio::conf(2022, "program")
R
61
star
90

rstudio-docker-products

Docker images for RStudio Professional Products
Just
59
star
91

bookdown.org

Source documents to generate the bookdown.org website
R
59
star
92

education.rstudio.com

CSS
57
star
93

tfestimators

R interface to TensorFlow Estimators
R
57
star
94

vetiver-python

Version, share, deploy, and monitor models.
Python
55
star
95

tfprobability

R interface to TensorFlow Probability
R
54
star
96

sparkDemos

HTML
53
star
97

shiny-incubator

Examples and ideas that don't belong in the core Shiny package and aren't officially supported.
JavaScript
53
star
98

connections

https://rstudio.github.io/connections/
R
52
star
99

swagger

Swagger is a collection of HTML, Javascript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
HTML
51
star
100

leaflet.mapboxgl

Extends the R Leaflet package with a Mapbox GL JS plugin to allow easy drawing of vector tile layers.
R
49
star