Awesome R
- Bayesian
- Bioinformatics and Biostatistics
- Code Analysis
- Data Exploration and Modelling
- Data Formats
- Data Management/Orchestestration
- Data Manipulation
- Data Packages
- Data Visualization
- Database Management
- Finance
- Functions and Packages Analysis
- Graphic Displays
- High Performance
- Html Widgets
- Integrated Development Environments
- Language API
- Learning R
- Logging
- Machine Learning
- Miscellaneous
- Natural Language Processing
- Network Analysis
- Optimization
- Other Interpreters
- Other Tools
- Parallel Computing
- R Development
- Reproducible Research
- Spatial
- Syntax
- Web Technologies and Services
Awesome R
Bayesian
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Bayesian Data Analysis demos for R
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🐢 bayesAB: Fast Bayesian Methods for A/B Testing
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Statistical Rethinking course and book package
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Bayesian analysis + tidy data + geoms (R package)
Bioinformatics and Biostatistics
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Convert statistical analysis objects from R into tidy format
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Mixed-effects models in R using S4 classes and methods with RcppEigen
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Data Sets Used by tidymodels Packages
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A tidy unified interface to models
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Pipeable steps for feature engineering and data preprocessing to prepare for modeling
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Classes and functions to create and summarize resampling objects
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Bayesian comparisons of models using resampled statistics
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Run predictions inside the database
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Tidy Messy Data
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Tools for tidy parameter tuning
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Modeling Workflows
Code Analysis
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Static Code Analysis for R
Data Exploration and Modelling
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Diagnostics for HierArchical Regession Models
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Tools for Data Diagnosis, Exploration, Transformation
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Extract and Visualize the Results of Multivariate Data Analyses
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Quickly create elegant regression results tables and plots when modelling in R
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simple and scalable statistical modelling in R
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Tools for summarizing/visualizing regressions and other helpful stuff
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an R package for structural equation modeling and more
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📈 Estimate effects, contrasts and means based on statistical models
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Helper functions for modelling
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💪 Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
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A frictionless, pipeable approach to dealing with summary statistics
Data Formats
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Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow
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Quick serialization of R objects
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Rcpp Bindings to C++ parser for TOML files
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A Swiss-Army Knife for Data I/O
Data Management/Orchestestration
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Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more
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A distributed worker launcher
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Data quality assessment and metadata reporting for data frames and database tables
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R-based project management tools
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Function-oriented Make-like declarative workflows for R
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Version, share, deploy, and monitor models
Data Manipulation
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Automate Data Exploration and Treatment
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Random forests for R for large data sets, optimized with parallel tree-growing and disk-based memory
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R's data.table package extends data.frame:
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On top of spaghetti, all covered in cheese....
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dplyr: A grammar of data manipulation
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🐈🐈🐈🐈: tools for working with categorical variables (factors)
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Lightning Fast Serialization of Data Frames for R
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Join tables together on inexact matching
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An implementation of the Grammar of Graphics in R
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Make working with dates in R just that little bit easier
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Improve the readability of R code with the pipe
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A functional programming toolkit for R
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Read flat files (csv, tsv, fwf) into R
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An R package to flexible rearrange, reshape and aggregate data
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A Toolbox for Non-Tabular Data Manipulation
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🐍🐍🐍 A systematic approach to parse strings and automate the conversion to snake_case, UpperCamelCase or any other case.
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Fast and portable character string processing in R (with the Unicode ICU)
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A fresh approach to string manipulation in R
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A modern re-imagining of the data frame
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Tidy Messy Data
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Text mining using tidy tools ✨📄✨
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Easily install and load packages from the tidyverse
Data Packages
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R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.
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An R package to handle data packages
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A drat repository for R Package releases including the R COBOL Data Integration (rcoboldi) and R Bitcoincharts.com API packages (rbitcoinchartsapi).
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English and European soccer results 1871-2022
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Excerpt from the Gapminder data, as an R data package and in plain text delimited form
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R COBOL DI (Data Integration) Package : Import COBOL CopyBook data files directly into R as properly structured data frames.
Data Visualization
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📊 Circular and Rectangular Manhattan Plot
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bayesplot R package for plotting Bayesian models
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Circular visualization in R
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cowplot: Streamlined Plot Theme and Plot Annotations for ggplot2
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RStudio add-in to make plots interactively with ggplot2
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Create beautiful Gantt charts with ggplot2
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Create anatograms using ggplot2
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A Grammar of Animated Graphics
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Interactively annotate ggplots
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make 'ggplot' graphics interactive
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ggplot geoms with pattern fills
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Additional themes, scales, and geoms for ggplot2
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Themes for ggplot2.
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🎄Visualization and annotation of phylogenetic trees
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A Framework for Building Robust Shiny Apps
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Interface between R and the Google Chart Tools
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Easily generate information-rich, publication-quality tables from R
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D3 JavaScript Network Graphs from R
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The Composer of ggplots
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An interactive graphing library for R
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Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜
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R Package for 2D and 3D mapping and data visualization
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Streamlined Table Styling and Formatting for Reactable
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Lightweight infrastructure to handle multiple rmarkdown reports
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🎨 Visualisation toolbox for beautiful and publication-ready figures
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R package for thematic maps
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📼👾🕹Vaporwave themes and color palettes for ggplot2💾👨🎤📺
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Pretty timelines in R.
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A Wes Anderson color palette for R
Database Management
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RHive is an R extension facilitating distributed computing via Apache Hive.
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A DBI-compliant interface to PostgreSQL
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R interface for SQLite
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Database (DBI) backend for dplyr
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R client for the Elasticsearch HTTP API
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Connect to ODBC databases (using the DBI interface)
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📞💻 Redis client for R
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rpostgis: R Interface to a 'PostGIS' Database
Finance
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Repository for Programming Assignment 2 for R Programming on Coursera
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blotter provides transaction infrastructure for defining transactions, portfolios and accounts for trading systems and simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Actively maintained and developed.
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forecast package for R
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A scripting and command-line front-end for GNU R
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R interface to the Data Retriever
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🐦 R client for interacting with Twitter's [stream and REST] APIs
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Scorecard Development in R, 评分卡
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A taxonomic toolbelt for R
Functions and Packages Analysis
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A fluent code explorer for R. 🔍
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Unpacking, Interrogating and Subsetting R packages
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R function spotter, a helper package for identifying the functions and/or packages from file(s) or a github repository.
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R package for analyzing other R packages via graph representations of their dependencies
Graphic Displays
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A gallery of animations in statistics and utilities to create animations
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A visual exploratory tool on correlation matrix
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Extending R's Dendrogram Functionality
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Tools for using fonts in R graphics
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🌎 Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
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Visualization of a correlation matrix using ggplot2
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Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.
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Grammar of Graph Graphics
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📍 Repel overlapping text labels away from each other in your ggplot2 figures.
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Ridgeline plots in ggplot2
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Enhancing {ggplot2} plots with statistical analysis 📊📣
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ggplot2 tech themes, scales, and geoms
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🔏 Opinionated, typographic-centric ggplot2 themes and theme components
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Asynchronous http server graphics device for R.
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Interactive Dendrograms
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Trellis Graphics for R
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The Composer of ggplots
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Using Fonts More Easily in R Graphs
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🍁 Make waffle (square pie) charts in R
High Performance
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R and C++11
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cpp11 helps you to interact with R objects using C++ code.
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Lazy evaluation: an alternative to non-standard evaluation (NSE) for R
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A R package for splitting, applying and combining large problems into simpler problems
Html Widgets
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Graph and network visualization using tabular data in R
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Various UI widgets/components not part of Shiny e.g. alerts, styled buttons
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Alluvial diagrams
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R interface to dygraphs
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🐳 ECharts 5 for R
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Formattable Data Structures
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Creates Page Layout Visualizations in R 📄📄📄
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Interactive grammar of graphics for R
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Interactive Heat Maps for R Using plotly
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R wrapper for highcharts
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HTML Widgets for R
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Paginate the HTML Output of R Markdown with CSS for Print
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Interactive JS Charts from R
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Three.js widgets for R and shiny
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R scatter plot htmlwidget based on D3.js
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shinyWidgets : Extend widgets available in shiny
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🗯️ Easily create pretty popup messages (modals) in Shiny
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💡 Easily improve the user experience of your Shiny apps in seconds
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Σ sigma.js for R
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📅 Create interactive timeline visualizations in R
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R package, using vis.js library for network visualization
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R interface to wordcloud for data visualization.
Integrated Development Environments
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R Interface to Python
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Dynamic Documents for R
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Easy interactive web applications with R
Language API
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Embed Julia in R
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Seamless Interface to Octave -- and Matlab code
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Integration of R, Java, and Scala
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R package for linguistic cartography and typological databases search
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Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis
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Run external programs from R (experimental)
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Bindings to Tesseract OCR engine for R
Learning R
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a curated list of R tutorials for Data Science, NLP and Machine Learning
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Interactive Tutorials with R Markdown
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A scripting and command-line front-end for GNU R
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🌀 Learn R, in R.
Logging
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🖍️ R package for colored terminal output — now superseded by cli
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Tools to make an R developer's life easier
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Tools for Working with ...
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A logging package in R similar to log4j
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httr: a friendly http package for R
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Manage the life cycle of your exported functions and arguments
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A log4j derivative for R.
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Find tools needed to build R packages
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Simulate installing and loading a package
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Progress bar in your R terminal
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Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
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Low-level API for programming with R
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Generate R package documentation from inline R comments
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Print Session Information
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Methods For Temporarily Modifying Global State
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Variable assignment with zeal! (or multiple, unpacking, and destructuring assignment in R)
Machine Learning
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Anomaly Detection with R
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Breakout Detection via Robust E-Statistics
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An R package for causal inference in time series
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Code accompanying the book "Machine Learning for Hackers"
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An R client for Selenium Remote WebDriver
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Current version of the SuperLearner R package
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Tidy anomaly detection
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caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
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A collection of datasets of ML problem solving
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R client for the Elasticsearch HTTP API
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Tidy time series forecasting
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R Interface to Keras
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Mixed-effects models in R using S4 classes and methods with RcppEigen
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Machine Learning in R
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mlr3: Machine Learning in R - next generation
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A Fast Implementation of Random Forests
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An R wrapper of SHAP python library
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Survival Analysis and Visualization
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TensorFlow for R
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Bindings to Tesseract OCR engine for R
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Easily install and load the tidymodels packages
Miscellaneous
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An R web crawler and scraper
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📜 Discover and install useful RStudio addins
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🤹 Shiny tips & tricks for improving your apps and solving common problems
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An interface to Google's BigQuery from R.
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Google Spreadsheets R API
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✨ Hexagon sticker in R
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Beautiful and customizable model summaries in R.
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Tidy data structures, summaries, and visualisations for missing data
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R package for .xlsx file reading and writing.
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🎨🎨🎨 Collection of most color palettes in a single R package
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A great intro dataset for data exploration & visualization (alternative to iris).
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Friendly regular expressions for R.
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R interface for Apache Spark
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Statistical Rethinking course winter 2022
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🎓 A collection of interactive courses for the swirl R package.
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Organize your project into a research website
Natural Language Processing
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R package for web-based interactive topic model visualization.
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An R package for the Quantitative Analysis of Textual Data
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UTF-8 Text Processing (R Package)
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Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
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Tools for cleaning and normalizing text data
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String distance calculation the tidy way.
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Fast, Consistent Tokenization of Natural Language Text
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A repository of learning & R resources related to topic models
Network Analysis
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A curated list of awesome network analysis resources.
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Fit, Simulate and Diagnose Exponential-Family Models for Networks
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netdiffuseR: Analysis of Diffusion and Contagion Processes on Networks
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A tidy API for graph manipulation
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R package, using vis.js library for network visualization
Optimization
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R package to model Mixed Integer Linear Programs
Other Interpreters
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Jupyter display machinery for R
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String and byte representations for all kinds of R objects
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a fast interpreter and JIT for R
Other Tools
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Rap adlibs in R.
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Reduce the size of model objects saved to disk
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Ready to print calendars with ggplot2
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Install R packages from snapshots on checkpoint-server
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Display Idiomatic Code to Construct Most R Objects
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Test coverage reports for R
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Tools to make an R developer's life easier
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An R-focused pipeline toolkit for reproducibility and high-performance computing
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🔑 Password protected markdown html reports in R using libsodium
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View and Browse Code Using Flow Diagrams
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Create Generative Art with R
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R bindings to the libgit2 library
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Grouped dates in R
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A simpler way to find your files
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Functions for installing softwares from within R
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simple tools for data cleaning in R
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A utility to send emails from the R programming environment
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R package to query, list, manipulate system processes
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Cross-platform lib for process and system monitoring in Python
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Send push notifications in R using Pushover
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Building R packages
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Automated Detection of Regular Expression Patterns
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Simple web scraping for R
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🔐 Secure sharing of sensitive information in R packages
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Print Session Information
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R toolkit for single cell genomics
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A spellchecker for statistics
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Non-invasive pretty printing of R code
Parallel Computing
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R frontend for Spark
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Standard API for Distributed Data Structures in R
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🚀 R package: future: Unified Parallel and Distributed Processing in R for Everyone
R Development
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Create Blogs and Websites with R Markdown
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Drat R Archive Template
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Functions for installing softwares from within R
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R Interface to Keras
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Visualise line profiling results in R
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Easy memoisation for R
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An alternative module system for R
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Packrat is a dependency management system for R
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Generate static html documentation for an R package
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Turn your R code into a web API.
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Pry open the covers of R
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R Interface to Python
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Generate R package documentation from inline R comments
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Publish Shiny Applications, RMarkdown Documents, Jupyter Notebooks, Plumber APIs, and more
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Safely access RStudio's API (when available)
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TensorFlow for R
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An R 📦 to make testing 😀
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Set up commonly used 📦 components
Reproducible Research
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Install R packages from snapshots on checkpoint-server
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An R-focused pipeline toolkit for reproducibility and high-performance computing
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A general-purpose tool for dynamic report generation in R
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[NOTE: Project in suspended animation for now] Reversible Reproducible Documents
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Dynamic Documents for R
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Generate reproducible html5 slides from R markdown
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Conversion of R Regression Output to LaTeX or HTML Tables
Spatial
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create a map by R
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A package for plotting maps in R with ggplot2
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Simple Features for R
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Classes and methods for spatio-temporal data
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Umbrella package of the 'spatstat' family................
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Spatiotemporal Arrays, Raster and Vector Data Cubes
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Download and use Census TIGER/Line shapefiles in R
Syntax
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Tools for making beautiful & useful command line interfaces
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🖍️ R package for colored terminal output — now superseded by cli
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dplyr: A grammar of data manipulation
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Tools for Working with ...
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An implementation of the Grammar of Graphics in R
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httr: a friendly http package for R
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Functional programming in R
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Multi-Paradigm Pipeline Implementation
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Generate static html documentation for an R package
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Progress bar in your R terminal
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Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs
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Low-level API for programming with R
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An R 📦 to make testing 😀
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Set up commonly used 📦 components
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Bindings to libxml2
Web Technologies and Services
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An R client for Selenium Remote WebDriver
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R package to access Adobe Analytics Reporting API v1.4
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An R web crawler and scraper
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Dev version of Rfacebook package: Access to Facebook API via R
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An awesome R-shiny list!
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Interface to ChatGPT from R
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A Modern and Flexible Web Client for R
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Convert many data formats to & from GeoJSON & TopoJSON
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Google Spreadsheets R API (reboot of the googlesheets package)
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R functions to perform and display Google Trends queries
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HTML Widgets for R
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HTTP and WebSocket server package for R
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An R package-wrapper around OpenAI API
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Turn your R code into a web API.
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Easy interactive web applications with R
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💡 Easily improve the user experience of your Shiny apps in seconds