R

ML-For-Beginnersmicrosoft/ML-For-Beginners

A 12-week, 26-lesson curriculum teaching classic machine learning using Scikit-learn through hands-on projects and quizzes.

polarspola-rs/polars

An extremely fast query engine for DataFrames, written in Rust, with multi-language frontends.

Prophetfacebook/prophet

An automatic forecasting procedure for time series data with multiple seasonality and linear or non-linear growth.

prophet <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">facebookincubator/prophet

An open-source forecasting tool for time series data with multiple seasonality and linear or non-linear growth.

lightgbmlightgbm-org/LightGBM

A fast, distributed gradient boosting framework based on decision tree algorithms for ranking, classification, and other ML tasks.

h2oh2oai/h2o-3

An open-source, in-memory platform for distributed and scalable machine learning with support for a wide range of algorithms and big data technologies.

ggplot2 <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">hadley/ggplot2

A declarative graphics system for R that implements the Grammar of Graphics to create complex visualizations from data.

shiny <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">rstudio/shiny

An R package for building interactive web applications without requiring HTML, CSS, or JavaScript knowledge.

R for Data Science, 2Ehadley/r4ds

An open-source book teaching data science using R, covering data import, transformation, visualization, and modeling.

dplyr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">hadley/dplyr

A grammar of data manipulation for R, providing a consistent set of verbs to solve common data manipulation challenges.

H2O Waveh2oai/wave

Build realtime web apps and dashboards entirely in Python or R without HTML, JavaScript, or CSS.

bookdownrstudio/bookdown

An R package for writing books, technical documents, and long-form reports with R Markdown.

data.table <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">Rdatatable/data.table

A high-performance R package for fast data manipulation of large datasets, extending data.frame with concise syntax and memory efficiency.

Machine Learning For Hackers <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">johnmyleswhite/ML_for_Hackers

R code examples from the 'Machine Learning for Hackers' book, demonstrating practical machine learning techniques.

AnomalyDetection <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">twitter/AnomalyDetection

An R package for robust anomaly detection in time series and vectors, handling seasonality and trend.

shogunshogun-toolbox/shogun

A unified and efficient machine learning toolbox with C++ core and multi-language interfaces, developed since 1999.

Developer Quest2d-inc/developer_quest

A Flutter-based game demo from Google I/O 2019 where you progress as a developer by completing tasks and managing bugs.

MIT Information Extraction Toolkitmit-nlp/MITIE

A free, state-of-the-art library and toolkit for named entity extraction and binary relation detection from text.

AI Fairness 360IBM/AIF360

An extensible open-source toolkit for detecting, mitigating, and explaining bias in machine learning datasets and models.

plotlyropensci/plotly

An R package for creating interactive web graphics via the open-source JavaScript library plotly.js.

Patchworkthomasp85/patchwork

An R package that provides a simple and flexible API for combining multiple ggplot2 plots into complex layouts.

devtools <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">hadley/devtools

A comprehensive R package that simplifies and expedites common R package development tasks.

knitr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">yihui/knitr

A general-purpose literate programming engine for dynamic report generation in R, designed to give users full control over output.

Apache Sedonaapache/incubator-sedona

A cluster computing framework for processing large-scale geospatial data within Apache Spark, Flink, and other big data systems.

Probability and Statistics Cookbookmavam/stat-cookbook

A concise mathematical reference covering essential topics in probability theory and statistics.

ggstatsplotIndrajeetPatil/ggstatsplot

An R package that extends ggplot2 to create publication-ready graphics with statistical details embedded directly in the plots.

rayshadertylermorganwall/rayshader

An R package for creating stunning 2D and 3D maps and data visualizations using raytracing, hillshading, and ggplot2 integration.

gtrstudio/gt

An R package for creating publication-quality, information-rich tables with a cohesive and flexible API.

gganimatedgrtwo/gganimate

An R package that extends ggplot2's grammar of graphics to create animated data visualizations.

Szilard's machine learning benchmarkszilard/benchm-ml

A minimal benchmark comparing scalability, speed, and accuracy of popular open-source machine learning libraries for binary classification.

CausalImpact <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">google/CausalImpact

An R package for estimating causal effects in time series using Bayesian structural time-series models.

blogdownrstudio/blogdown

Create blogs and websites with R Markdown, integrating dynamic R code, graphics, and technical writing elements.

tidyversehadley/tidyverse

A collection of R packages for data science that share common design principles and work together seamlessly.

tidyversetidyverse/tidyverse

A meta-package for installing and loading core R packages for data science that share common design principles.

reticulaterstudio/reticulate

A comprehensive R package that embeds Python within R sessions, enabling seamless interoperability between the two languages.

DiagrammeRrich-iannone/DiagrammeR

An R package for creating, modifying, analyzing, and visualizing network graphs from tabular data.