A curated list of awesome R packages, frameworks and software.
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:mortar_board: A collection of interactive courses for the swirl R package.
A curated list of awesome network analysis resources.
- network-analysis
- network-visualization
- complex-networks
- political-networks
Statistical Rethinking course winter 2022
R toolkit for single cell genomics
- human-cell-atlas
- single-cell-rna-seq
- single-cell-genomics
- cran
A general-purpose tool for dynamic report generation in R
- knitr
- r
- literate-programming
- sweave
Statistical Rethinking course and book package
Statistical Rethinking Course for Jan-Mar 2023
Rmd source files for the HarvardX series PH525x
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
Geocomputation with R: an open source book
Investing Returns on the Market as a Whole
Machine Learning in R
- machine-learning
- data-science
- tuning
- cran
Simple Features for R
Turn your R code into a web API.
Informatics for RNA-seq: A web resource for analysis on the cloud. Educational tutorials and working pipelines for RNA-seq analysis including an introduction to: cloud computing, critical file formats, reference genomes, gene annotation, expression, differential expression, alternative splicing, data visualization, and interpretation.
A functional programming toolkit for R
- r
- functional-programming
:round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures.
- ggplot2
- cran
- visualization
- text
httr: a friendly http package for R
An R package for the Quantitative Analysis of Textual Data
- r
- text-analytics
- natural-language-processing
- corpus
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