Repository Index

A curated list of awesome R packages, frameworks and software.

• r
• data-science
• data-analysis
• awesome

R for data science: a book

• book
• bookdown
• data-science
• r

A curated list of awesome network analysis resources.

• network-analysis
• network-visualization
• complex-networks
• political-networks

Enhancing {ggplot2} plots with statistical analysis 📊📣

• ggplot-extension
• dataviz
• r
• statistical-analysis

a curated list of R tutorials for Data Science, NLP and Machine Learning

• datascience
• data-science
• r
• text-mining

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

• machine-learning
• data-science
• r
• python

An R package for causal inference in time series

Easily install and load packages from the tidyverse

• r
• data-science
• tidyverse

Graph and network visualization using tabular data in R

• r
• network-graph
• graph
• visualization

Machine Learning in R

• machine-learning
• data-science
• tuning
• cran

Readings in applied data science

• teaching
• data-science

A functional programming toolkit for R

• r
• functional-programming

mlr3: Machine Learning in R - next generation

• machine-learning
• data-science
• classification
• regression

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

• word2vec
• text-mining
• natural-language-processing
• glove

English and European soccer results 1871-2022

• soccer
• rstats
• r
• data-science

💡 Easily improve the user experience of your Shiny apps in seconds

• r
• shiny
• javascript
• rstats

Glue strings to data in R. Small, fast, dependency free interpreted string literals.

• r
• strings
• string-interpolation

Echarts 5 for R

• r
• rstats
• htmlwidgets
• htmlwidget

🐟 A Swiss-Army Knife for Data I/O

• r
• rio
• stata
• spss

R package for detecting doublets in single-cell RNA sequencing data

Automate Data Exploration and Treatment

• cran
• data-analysis
• visualization
• r

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

Encapsulated object-oriented programming for R

• r

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

• cognitive-capitalism
• cognitive-science
• economic-models
• ecosystem-modeling