๐Ÿ‡บ๐Ÿ‡ธ Made in United States

Discover United States's Leading Open Source Projects: Explore top-notch open source initiatives hailing from the vibrant tech community of United States.

TOP R Projects

1
rstudio/shiny

rstudio/shiny

Easy interactive web applications with R
R
5,341
star
2
hadley/r4ds

hadley/r4ds

R for data science: a book
R
4,500
star
3
johnmyleswhite/ML_for_Hackers

johnmyleswhite/ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"
R
3,650
star
4
twitter/AnomalyDetection

twitter/AnomalyDetection

Anomaly Detection with R
R
3,551
star
5
rstudio/rmarkdown

rstudio/rmarkdown

Dynamic Documents for R
R
2,737
star
6
yihui/knitr

yihui/knitr

A general-purpose tool for dynamic report generation in R
R
2,347
star
7
rstudio/gt

rstudio/gt

Easily generate information-rich, publication-quality tables from R
R
2,019
star
8
ujjwalkarn/DataScienceR

ujjwalkarn/DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning
R
2,012
star
9
toddwschneider/nyc-taxi-data

toddwschneider/nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database
R
1,935
star
10
szilard/benchm-ml

szilard/benchm-ml

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.).
R
1,871
star
11
karthik/wesanderson

karthik/wesanderson

A Wes Anderson color palette for R
R
1,766
star
12
zonination/investing

zonination/investing

Investing Returns on the Market as a Whole
R
1,738
star
13
rstudio/blogdown

rstudio/blogdown

Create Blogs and Websites with R Markdown
R
1,724
star
14
rstudio/reticulate

rstudio/reticulate

R Interface to Python
R
1,675
star
15
hadley/stats337

hadley/stats337

Readings in applied data science
R
1,626
star
16
rstudio/plumber

rstudio/plumber

Turn your R code into a web API.
R
1,390
star
17
sfirke/janitor

sfirke/janitor

simple tools for data cleaning in R
R
1,389
star
18
ropensci/drake

ropensci/drake

An R-focused pipeline toolkit for reproducibility and high-performance computing
R
1,339
star
19
hadley/mastering-shiny

hadley/mastering-shiny

Mastering Shiny: a book
R
1,335
star
20
griffithlab/rnaseq_tutorial

griffithlab/rnaseq_tutorial

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.
R
1,329
star
21
rstudio/tensorflow

rstudio/tensorflow

TensorFlow for R
R
1,328
star
22
EmilHvitfeldt/r-color-palettes

EmilHvitfeldt/r-color-palettes

Comprehensive list of color palettes available in R โค๏ธ๐Ÿงก๐Ÿ’›๐Ÿ’š๐Ÿ’™๐Ÿ’œ
R
1,264
star
23
jrnold/ggthemes

jrnold/ggthemes

Additional themes, scales, and geoms for ggplot2
R
1,253
star
24
slowkow/ggrepel

slowkow/ggrepel

๐Ÿ“ Repel overlapping text labels away from each other in your ggplot2 figures.
R
1,203
star
25
juliasilge/tidytext

juliasilge/tidytext

Text mining using tidy tools โœจ๐Ÿ“„โœจ
R
1,176
star
26
hrbrmstr/hrbrthemes

hrbrmstr/hrbrthemes

๐Ÿ” Opinionated, typographic-centric ggplot2 themes and theme components
R
1,139
star
27
easystats/easystats

easystats/easystats

๐ŸŒŒ The R easystats-project
R
1,083
star
28
ddsjoberg/gtsummary

ddsjoberg/gtsummary

Presentation-Ready Data Summary and Analytic Result Tables
R
1,024
star
29
easystats/performance

easystats/performance

๐Ÿ’ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
R
1,012
star
30
rstudio/renv

rstudio/renv

renv: Project environments for R.
R
995
star
31
sparklyr/sparklyr

sparklyr/sparklyr

R interface for Apache Spark
R
950
star
32
ropensci/targets

ropensci/targets

Function-oriented Make-like declarative workflows for R
R
912
star
33
johnmyleswhite/BanditsBook

johnmyleswhite/BanditsBook

Code for my book on Multi-Armed Bandit Algorithms
R
887
star
34
rstudio/pagedown

rstudio/pagedown

Paginate the HTML Output of R Markdown with CSS for Print
R
883
star
35
easystats/see

easystats/see

๐ŸŽจ Visualisation toolbox for beautiful and publication-ready figures
R
882
star
36
Mikata-Project/ggthemr

Mikata-Project/ggthemr

Themes for ggplot2.
R
878
star
37
rstudio/pointblank

rstudio/pointblank

Data quality assessment and metadata reporting for data frames and database tables
R
868
star
38
BlakeRMills/MetBrewer

BlakeRMills/MetBrewer

Color palette package in R inspired by works at the Metropolitan Museum of Art in New York
R
850
star
39
business-science/tidyquant

business-science/tidyquant

Bringing financial analysis to the tidyverse
R
850
star
40
ramnathv/slidify

ramnathv/slidify

Generate reproducible html5 slides from R markdown
R
848
star
41
rstudio/keras3

rstudio/keras3

R Interface to Keras
R
835
star
42
zonination/perceptions

zonination/perceptions

Perceptions of Probability and Numbers
R
830
star
43
mjskay/ggdist

mjskay/ggdist

Visualizations of distributions and uncertainty
R
829
star
44
joshuaulrich/quantmod

joshuaulrich/quantmod

Quantitative Financial Modelling Framework
R
812
star
45
grabear/awesome-rshiny

grabear/awesome-rshiny

An awesome R-shiny list!
R
797
star
46
ropensci/rtweet

ropensci/rtweet

๐Ÿฆ R client for interacting with Twitter's [stream and REST] APIs
R
785
star
47
EmilHvitfeldt/paletteer

EmilHvitfeldt/paletteer

๐ŸŽจ๐ŸŽจ๐ŸŽจ Collection of most color palettes in a single R package
R
779
star
48
ramnathv/htmlwidgets

ramnathv/htmlwidgets

HTML Widgets for R
R
776
star
49
dkahle/ggmap

dkahle/ggmap

A package for plotting maps in R with ggplot2
R
767
star
50
hadley/r-pkgs

hadley/r-pkgs

Building R packages
R
765
star
51
jalapic/engsoccerdata

jalapic/engsoccerdata

English and European soccer results 1871-2022
R
755
star
52
hrbrmstr/waffle

hrbrmstr/waffle

๐Ÿ Make waffle (square pie) charts in R
R
747
star
53
ben519/MLPB

ben519/MLPB

Machine Learning Problem Bible | Problem Set Here >>
R
718
star
54
mjskay/tidybayes

mjskay/tidybayes

Bayesian analysis + tidy data + geoms (R package)
R
712
star
55
rstudio/learnr

rstudio/learnr

Interactive Tutorials with R Markdown
R
709
star
56
rstudio/ggvis

rstudio/ggvis

Interactive grammar of graphics for R
R
709
star
57
hms-dbmi/UpSetR

hms-dbmi/UpSetR

An R implementation of the UpSet set visualization technique published by Lex, Gehlenborg, et al..
R
704
star
58
easystats/report

easystats/report

๐Ÿ“œ ๐ŸŽ‰ Automated reporting of objects in R
R
694
star
59
DavisVaughan/furrr

DavisVaughan/furrr

Apply Mapping Functions in Parallel using Futures
R
678
star
60
benmarwick/rrtools

benmarwick/rrtools

rrtools: Tools for Writing Reproducible Research in R
R
670
star
61
rweekly/rweekly.org

rweekly/rweekly.org

R Weekly
R
666
star
62
rstudio/RStartHere

rstudio/RStartHere

A guide to some of the most useful R Packages that we know about
R
662
star
63
dgrtwo/fuzzyjoin

dgrtwo/fuzzyjoin

Join tables together on inexact matching
R
661
star
64
amplab-extras/SparkR-pkg

amplab-extras/SparkR-pkg

R frontend for Spark
R
642
star
65
hrbrmstr/ggalt

hrbrmstr/ggalt

๐ŸŒŽ Extra Coordinate Systems, Geoms, Statistical Transformations & Scales for 'ggplot2'
R
641
star
66
walkerke/tidycensus

walkerke/tidycensus

Load US Census boundary and attribute data as 'tidyverse' and 'sf'-ready data frames in R
R
638
star
67
dmpe/R

dmpe/R

Exercises (incl. analyses) with R language (math+statistics)
R
637
star
68
haozhu233/kableExtra

haozhu233/kableExtra

Construct Complex Table with knitr::kable() + pipe.
R
634
star
69
leedrake5/Russia-Ukraine

leedrake5/Russia-Ukraine

Equipment Loss Tracking
R
626
star
70
datalorax/equatiomatic

datalorax/equatiomatic

Convert models to LaTeX equations
R
617
star
71
business-science/timetk

business-science/timetk

Time series analysis in the `tidyverse`
R
608
star
72
nanxstats/ggsci

nanxstats/ggsci

๐Ÿฆ„ Scientific journal and sci-fi themed color palettes for ggplot2
R
587
star
73
toddwschneider/ballr

toddwschneider/ballr

Interactive NBA and NCAA Shot Charts with R and Shiny
R
581
star
74
joey711/phyloseq

joey711/phyloseq

phyloseq is a set of classes, wrappers, and tools (in R) to make it easier to import, store, and analyze phylogenetic sequencing data; and to reproducibly share that data and analysis with others. See the phyloseq front page:
R
576
star
75
nstrayer/datadrivencv

nstrayer/datadrivencv

R package for building customizable CVs from spreadsheets
R
575
star
76
elbersb/tidylog

elbersb/tidylog

Tidylog provides feedback about dplyr and tidyr operations. It provides wrapper functions for the most common functions, such as filter, mutate, select, and group_by, and provides detailed output for joins.
R
565
star
77
easystats/bayestestR

easystats/bayestestR

๐Ÿ‘ป Utilities for analyzing Bayesian models and posterior distributions
R
562
star
78
broadinstitute/infercnv

broadinstitute/infercnv

Inferring CNV from Single-Cell RNA-Seq
R
558
star
79
rstudio/blastula

rstudio/blastula

Easily send great-looking HTML email messages from R
R
547
star
80
jiayiliujiayi/2020nCov_individual_archives

jiayiliujiayi/2020nCov_individual_archives

"Every individual matters. Every individual has a role to play." This is a repository that archives the individual stories during the COVID19 pandemic. ๅค‡ไปฝๆ™ฎ้€šไบบๅœจ็–ซๆƒ…ๆœŸ้—ด็š„่ฎฐๅฝ•ใ€‚๏ผˆๆŒ็ปญ็ฟป่ฏ‘ & ๆ›ดๆ–ฐไธญ๏ผ‰
R
538
star
81
eclarke/ggbeeswarm

eclarke/ggbeeswarm

Column scatter / beeswarm-style plots in ggplot2
R
537
star
82
ropensci/tabulizer

ropensci/tabulizer

Bindings for Tabula PDF Table Extractor Library
R
518
star
83
rstudio/r2d3

rstudio/r2d3

R Interface to D3 Visualizations
R
516
star
84
business-science/modeltime

business-science/modeltime

Modeltime unlocks time series forecast models and machine learning in one framework
R
515
star
85
immunogenomics/harmony

immunogenomics/harmony

Fast, sensitive and accurate integration of single-cell data with Harmony
R
512
star
86
boxuancui/DataExplorer

boxuancui/DataExplorer

Automate Data Exploration and Treatment
R
509
star
87
noamross/redoc

noamross/redoc

[NOTE: Project in suspended animation for now] Reversible Reproducible Documents
R
504
star
88
hadley/plyr

hadley/plyr

A R package for splitting, applying and combining large problems into simpler problems
R
493
star
89
Azure/Azure-TDSP-ProjectTemplate

Azure/Azure-TDSP-ProjectTemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.
R
483
star
90
corybrunson/ggalluvial

corybrunson/ggalluvial

ggplot2 extension for alluvial plots
R
478
star
91
tonyfischetti/assertr

tonyfischetti/assertr

Assertive programming for R analysis pipelines
R
472
star
92
rstudio/hex-stickers

rstudio/hex-stickers

RStudio hex stickers
R
463
star
93
benjjneb/dada2

benjjneb/dada2

Accurate sample inference from amplicon data with single nucleotide resolution
R
459
star
94
hbctraining/scRNA-seq_online

hbctraining/scRNA-seq_online

R
457
star
95
rudeboybert/fivethirtyeight

rudeboybert/fivethirtyeight

R package of data and code behind the stories and interactives at FiveThirtyEight
R
455
star
96
markfairbanks/tidytable

markfairbanks/tidytable

Tidy interface to 'data.table'
R
447
star
97
ropensci/magick

ropensci/magick

Magic, madness, heaven, sin
R
440
star
98
ropensci/visdat

ropensci/visdat

Preliminary Exploratory Visualisation of Data
R
439
star
99
nmaggiulli/of-dollars-and-data

nmaggiulli/of-dollars-and-data

Repo for ofdollarsanddata.com blog
R
432
star
100
easystats/correlation

easystats/correlation

๐Ÿ”— Methods for Correlation Analysis
R
432
star