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Efficient R programming

Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency.

Efficient R programming

No Context is Avilable

R Programming Resources

are all listed below.

R Interface for Bokeh

~/hafen.github.io

Read Excel Files

~/readxl.tidyverse.org

Arrow R Package

~/arrow.apache.org

Export Data Frames to Excel xlsx Format

~/docs.ropensci.org

Visual Studio Code - Code Editing. Redefined

~/code.visualstudio.com

Manipulation of Microsoft Word and PowerPoint Documents

~/davidgohel.github.io

Functions for Tabular Reporting

~/davidgohel.github.io

Dynamic Function-Oriented Make-Like Declarative Pipelines

~/docs.ropensci.org

Bokeh documentation

~/bokeh.pydata.org

R - Visual Studio Marketplace

~/marketplace.visualstudio.com

GitHub - Rcpp11/Rcpp11: R and C++11

Data Apps for Production | Plotly

GitHub - tsieger/idendro: Interactive Dendrograms

GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization

GitHub - Lchiffon/wordcloud2: R interface to wordcloud for data visualization.

GitHub - REditorSupport/sublime-ide-r: R-IDE: Make Sublime Text a perfect IDE for R

File not found · apache/mxnet

GitHub - sinhrks/ggfortify: Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

GitHub - RevolutionAnalytics/checkpoint: Install R packages from snapshots on checkpoint-server

GitHub - wesm/feather: Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

GitHub - kaneplusplus/bigmemory

GitHub - IRkernel/IRkernel: R kernel for Jupyter

GitHub - yihui/animation: A gallery of animations in statistics and utilities to create animations

GitHub - rstudio/ggvis: Interactive grammar of graphics for R

GitHub - nexr/RHive: RHive is an R extension facilitating distributed computing via Apache Hive.

GitHub - textmate/r.tmbundle: TextMate support for R

GitHub - renkun-ken/rlist: A Toolbox for Non-Tabular Data Manipulation

GitHub - clever-algorithms/CleverAlgorithmsMachineLearning: Defunct

GitHub - boxuancui/DataExplorer: Automate Data Exploration and Treatment

GitHub - talgalili/heatmaply: Interactive Heat Maps for R Using plotly

GitHub - rstudio/httpuv: HTTP and WebSocket server package for R

GitHub - talgalili/dendextend: Extending R's Dendrogram Functionality

GitHub - nx10/httpgd: Asynchronous http server graphics device for R.

GitHub - daattali/timevis: 📅 Create interactive timeline visualizations in R

GitHub - gagolews/stringi: Fast and portable character string processing in R (with the Unicode ICU)

GitHub - leifeld/texreg: Conversion of R Regression Output to LaTeX or HTML Tables

GitHub - rstudio/gt: Easily generate information-rich, publication-quality tables from R

GitHub - yixuan/showtext: Using Fonts More Easily in R Graphs

GitHub - grabear/awesome-rshiny: An awesome R-shiny list!

GitHub - tidyverse/lubridate: Make working with dates in R just that little bit easier

GitHub - rstudio/tinytex: A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live

GitHub - jeroen/jsonlite: A Robust, High Performance JSON Parser and Generator for R

GitHub - JohnCoene/echarts4r: 🐳 ECharts 5 for R

GitHub - Non-Contradiction/JuliaCall: Embed Julia in R

GitHub - richfitz/redux: :telephone_receiver::computer: Redis client for R

GitHub - zatonovo/lambda.r: Functional programming in R

GitHub - jeroen/curl: A Modern and Flexible Web Client for R

GitHub - dselivanov/rmongodb: R driver for MongoDB

GitHub - tidyverse/tidyr: Tidy Messy Data

GitHub - Rdatatable/data.table: R's data.table package extends data.frame:

GitHub - noamross/redoc: [NOTE: Project in suspended animation for now] Reversible Reproducible Documents

GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies

GitHub - Cidree/rpostgis: rpostgis: R Interface to a 'PostGIS' Database

GitHub - thomasp85/gganimate: A Grammar of Animated Graphics

GitHub - talgalili/d3heatmap: A D3.js-based heatmap htmlwidget for R

GitHub - r-dbi/RMariaDB: An R interface to MariaDB

GitHub - rstudio/plumber: Turn your R code into a web API.

GitHub - jeroen/V8: Embedded JavaScript Engine for R

GitHub - tidyverse/magrittr: Improve the readability of R code with the pipe

GitHub - tidyverse/purrr: A functional programming toolkit for R

GitHub - ropensci/ezknitr: Avoid the typical working directory pain when using 'knitr'

GitHub - slowkow/ggrepel: :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.

GitHub - r-lib/cpp11: cpp11 helps you to interact with R objects using C++ code.

GitHub - yihui/runr: Run external programs from R (experimental)

GitHub - tidyverse/stringr: A fresh approach to string manipulation in R

GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)

GitHub - hrbrmstr/ggalt: :earth_americas: Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'

GitHub - r-lib/httr: httr: a friendly http package for R

GitHub - deepayan/lattice: Trellis Graphics for R

GitHub - ricardo-bion/ggtech: ggplot2 tech themes, scales, and geoms

GitHub - vubiostat/r-yaml: R package for converting objects to and from YAML

GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

GitHub - taiyun/corrplot: A visual exploratory tool on correlation matrix

GitHub - ropensci/elastic: R client for the Elasticsearch HTTP API

GitHub - google/CausalImpact: An R package for causal inference in time series

GitHub - hadley/reshape: An R package to flexible rearrange, reshape and aggregate data

GitHub - armgong/rjulia: R package which integrating R and Julia

GitHub - dgrtwo/fuzzyjoin: Join tables together on inexact matching

GitHub - randyzwitch/RSiteCatalyst: R package to access Adobe Analytics Reporting API v1.4

xgboost/R-package at master · tqchen/xgboost

Welcome to Text Mining with R | Text Mining with R

~/tidytextmining.com

GitHub - juba/scatterD3: R scatter plot htmlwidget based on D3.js

GitHub - thomasp85/patchwork: The Composer of ggplots

GitHub - johnmyleswhite/ML_for_Hackers: Code accompanying the book "Machine Learning for Hackers"

GitHub - pablobarbera/Rfacebook: Dev version of Rfacebook package: Access to Facebook API via R

GitHub - cran/jvmr: Integration of R, Java, and Scala

GitHub - tidyverts/fable: Tidy time series forecasting

GitHub - cpsievert/LDAvis: R package for web-based interactive topic model visualization.

GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen

GitHub - imbs-hl/ranger: A Fast Implementation of Random Forests

GitHub - renozao/RcppOctave: Seamless Interface to Octave -- and Matlab code

GitHub - vertica/ddR: Standard API for Distributed Data Structures in R

GitHub - ecpolley/SuperLearner: Current version of the SuperLearner R package

GitHub - bwlewis/rthreejs: Three.js widgets for R and shiny

GitHub - IndrajeetPatil/ggstatsplot: Enhancing {ggplot2} plots with statistical analysis 📊📣

GitHub - traversc/qs: Quick serialization of R objects

GitHub - r-dbi/odbc: Connect to ODBC databases (using the DBI interface)

GitHub - rstudio/dygraphs: R interface to dygraphs

GitHub - business-science/anomalize: Tidy anomaly detection

GitHub - mlr-org/mlr: Machine Learning in R

Indojitu⚡️Indo Jitu : Bandar Situs Toto Online | Situs Togel Online Terbesar Indonesia

GitHub - ramnathv/slidify: Generate reproducible html5 slides from R markdown

GitHub - renkun-ken/formattable: Formattable Data Structures

GitHub - jbkunst/highcharter: R wrapper for highcharts

GitHub - dselivanov/text2vec: Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

GitHub - dgrtwo/broom: Convert statistical analysis objects from R into tidy format

GitHub - ramnathv/rCharts: Interactive JS Charts from R

GitHub - r-dbi/RPostgres: A DBI-compliant interface to PostgreSQL

GitHub - yihui/knitr: A general-purpose tool for dynamic report generation in R

GitHub - twitter/AnomalyDetection: Anomaly Detection with R

GitHub - chainsawriot/readODS: Read ODS (OpenDocument Spreadsheet) into R as data frame. Also support writing data frame into ODS file.

GitHub - renkun-ken/pipeR: Multi-Paradigm Pipeline Implementation

GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models

GitHub - amplab-extras/SparkR-pkg: R frontend for Spark

GitHub - kassambara/survminer: Survival Analysis and Visualization

GitHub - vertica/DistributedR

GitHub - jalvesaq/Nvim-R: Vim plugin to work with R

GitHub - Tazinho/snakecase: 🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.

GitHub - twitter/BreakoutDetection: Breakout Detection via Robust E-Statistics

GitHub - hrbrmstr/waffle: :maple_leaf: Make waffle (square pie) charts in R

GitHub - eddelbuettel/rcpptoml: Rcpp Bindings to C++ parser for TOML files

GitHub - nicolewhite/RNeo4j: Neo4j Driver for R.

GitHub - wch/extrafont: Tools for using fonts in R graphics

GitHub - thomasp85/ggforce: Accelerating ggplot2

GitHub - rstudio/shiny: Easy interactive web applications with R

GitHub - daattali/shinyjs: 💡 Easily improve the user experience of your Shiny apps in seconds

GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse

GitHub - ropensci-archive/monkeylearn: :no_entry: ARCHIVED Accesses the Monkeylearn API for Text Classifiers and Extractors

GitHub - YuLab-SMU/ggtree: :christmas_tree:Visualization and annotation of phylogenetic trees

GitHub - tidyverse/haven: Read SPSS, Stata and SAS files from R

RPy (R from Python)

~/rpy.sourceforge.net

GitHub - jeroen/mongolite: Fast and Simple MongoDB Client for R

GitHub - tidyverse/ggplot2: An implementation of the Grammar of Graphics in R

GitHub - plotly/plotly.R: An interactive graphing library for R

GitHub - tidyverse/rvest: Simple web scraping for R

GitHub - tidyverse/dplyr: dplyr: A grammar of data manipulation

GitHub - r-dbi/DBI: A database interface (DBI) definition for communication between R and RDBMSs

GitHub - gesistsa/rio: 🐟 A Swiss-Army Knife for Data I/O

GitHub - tidyverse/readr: Read flat files (csv, tsv, fwf) into R

GitHub - quanteda/quanteda: An R package for the Quantitative Analysis of Textual Data

GitHub - tidyverse/vroom: Fast reading of delimited files

~/www.rstudio.org

GitHub - jtalbot/riposte: a fast interpreter and JIT for R

GitHub - hadley/lineprof: Visualise line profiling results in R

GitHub - talgalili/installr: Functions for installing softwares from within R

GitHub - zatonovo/futile.logger: A logging package in R similar to log4j

GitHub - lme4/lme4: Mixed-effects models in R using S4 classes and methods with RcppEigen

GitHub - rstudio/blogdown: Create Blogs and Websites with R Markdown

awesome-R/misc/posts.md at master · qinwf/awesome-R

GitHub - tidyverse/glue: Glue strings to data in R. Small, fast, dependency free interpreted string literals.

GitHub - thomasp85/patchwork: The Composer of ggplots

GitHub - hadley/pryr: Pry open the covers of R

GitHub - eddelbuettel/drat: Drat R Archive Template

GitHub - Lchiffon/REmap: create a map by R

GitHub - trinker/topicmodels_learning: A repository of learning & R resources related to topic models

GitHub - jalapic/engsoccerdata: English and European soccer results 1871-2022

GitHub - rrrlw/ICON: R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.

GitHub - yihui/xaringan: Presentation Ninja 幻灯忍者 · 写轮眼

GitHub - dkahle/ggmap: A package for plotting maps in R with ggplot2

GitHub - rstudio/renv: renv: Project environments for R.

GitHub - klmr/box: Write reusable, composable and modular R code

GitHub - rho-devel/rho

GitHub - ShichenXie/scorecard: Scorecard Development in R, 评分卡

GitHub - rstudio/reticulate: R Interface to Python

GitHub - rstudio-education/rstats-ed: List of courses teaching R

Coveralls.io - Test Coverage History and Statistics

GitHub - patperry/r-utf8: UTF-8 Text Processing (R Package)

GitHub - USCCANA/netdiffuseR: netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks

GitHub - rstudio/RStartHere: A guide to some of the most useful R Packages that we know about

Efficient R programming

~/csgillespie.github.io

Welcome | R for Data Science

~/r4ds.had.co.nz

Renjin | The JVM-based interpreter for the R language for statistical computing

~/www.renjin.org

GitHub - hrbrmstr/hrbrthemes: :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components

GitHub - tidyverts/fable: Tidy time series forecasting

GitHub - edzer/spacetime: Classes and methods for spatio-temporal data

GitHub - rstudio/tensorflow: TensorFlow for R

GitHub - datastorm-open/visNetwork: R package, using vis.js library for network visualization

GitHub - walkerke/tigris: Download and use Census TIGER/Line shapefiles in R

GitHub - thospfuller/drat: A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi).

Codecov - The Leading Code Coverage Solution

GitHub - spatstat/spatstat: Umbrella package of the 'spatstat' family................

GitHub - tidyverse/purrr: A functional programming toolkit for R

GitHub - johnmyleswhite/log4r: A log4j derivative for R.

~/www.r-bloggers.com

GitHub - tidyverse/tidyverse: Easily install and load packages from the tidyverse

GitHub - thomasp85/tidygraph: A tidy API for graph manipulation

Docker: Accelerated Container Application Development

~/www.docker.com

Exploratory Data Analysis with R

Report Writing for Data Science in R

GitHub - mtennekes/tmap: R package for thematic maps

GitHub - briatte/awesome-network-analysis: A curated list of awesome network analysis resources.

GitHub - ropensci/git2r: R bindings to the libgit2 library

GitHub - hadley/stats337: Readings in applied data science

GitHub - thospfuller/rcoboldi: R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.

GitHub - ujjwalkarn/DataScienceR: a curated list of R tutorials for Data Science, NLP and Machine Learning

GitHub - daattali/addinslist: 📜 Discover and install useful RStudio addins

R in Action, Second Edition

~/www.manning.com

R Cookbook, 2nd Edition

~/shop.oreilly.com

The Art of R Programming

~/shop.oreilly.com

R Programming for Data Science

GitHub - RomanTsegelskyi/rbooks: A curated list of #rstats books

Pluralsight + Code School: Code Courses | Pluralsight

~/tryr.codeschool.com

GitHub - r-lib/lintr: Static Code Analysis for R

GitHub - r-lib/roxygen2: Generate R package documentation from inline R comments

GitHub - r-lib/testthat: An R 📦 to make testing 😀

GitHub - r-lib/covr: Test coverage reports for R

GitHub - rticulate/import: An Import Mechanism For R

Spotfire: Solving complex, industry-specific problems at the speed of thought

~/spotfire.tibco.com

GitHub - ropensci-archive/opendata: :no_entry: ARCHIVED

Build software better, together

GitHub - yonicd/sinew: Generate roxygen2 skeletons populated with information scraped from the function script.

GitHub - cran-task-views/WebTechnologies: CRAN Task View: WebTechnologies

GitHub - r-spatial/gstat: Spatial and spatio-temporal geostatistical modelling, prediction and simulation

GitHub - facebook/prophet: Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

GitHub - ropensci-archive/PackageDevelopment: :no_entry: ARCHIVED

GitHub - r-lib/R6: Encapsulated object-oriented programming for R

GitHub - jennybc/gapminder: Excerpt from the Gapminder data, as an R data package and in plain text delimited form

GitHub - tidyverse/reprex: Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

GitHub - r-lib/devtools: Tools to make an R developer's life easier

GitHub - r-lib/pkgdown: Generate static html documentation for an R package

GitHub - daattali/addinslist: 📜 Discover and install useful RStudio addins

~/www.coursera.org

Use R! | Book titles in this series

~/www.springer.com

Resources

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