nprasad2077/Github-Ranking
1
0 Fork 0
mirror of https://github.com/EvanLi/Github-Ranking.git synced 2026-11-06 16:31:49 +00:00
Code Issues Packages Projects Releases Wiki Activity
Files
67fd2da170b430f107c410a354b22356b68d2195
Github-Ranking/Top100/R.md
T
EvanLi 67fd2da170 auto update 2024-01-21
2024-01-21 11:05:22 +08:00

109 lines
16 KiB
Markdown
Raw Blame History

[Github Ranking](../README.md)
==========
## Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
| ------- | ------------ | ----- | ----- | -------- | ----------- | ----------- | ----------- |
| 1 | [ggplot2](https://github.com/tidyverse/ggplot2) | 6198 | 2025 | R | 195 | An implementation of the Grammar of Graphics in R | 2024-01-19T15:44:29Z |
| 2 | [awesome-R](https://github.com/qinwf/awesome-R) | 5671 | 1511 | R | 2 | A curated list of awesome R packages, frameworks and software. | 2023-12-20T12:42:18Z |
| 3 | [shiny](https://github.com/rstudio/shiny) | 5174 | 1818 | R | 755 | Easy interactive web applications with R | 2024-01-19T20:20:15Z |
| 4 | [dplyr](https://github.com/tidyverse/dplyr) | 4610 | 2131 | R | 51 | dplyr: A grammar of data manipulation | 2023-12-07T21:23:52Z |
| 5 | [r4ds](https://github.com/hadley/r4ds) | 4241 | 4075 | R | 20 | R for data science: a book | 2024-01-19T20:46:00Z |
| 6 | [swirl_courses](https://github.com/swirldev/swirl_courses) | 4173 | 7250 | R | 135 | :mortar_board: A collection of interactive courses for the swirl R package. | 2024-01-10T17:38:19Z |
| 7 | [FriendsDontLetFriends](https://github.com/cxli233/FriendsDontLetFriends) | 4146 | 111 | R | 1 | Friends don't let friends make certain types of data visualization - What are they and why are they bad. | 2024-01-20T14:56:48Z |
| 8 | [stat_rethinking_2022](https://github.com/rmcelreath/stat_rethinking_2022) | 4102 | 439 | R | 11 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | [ML_for_Hackers](https://github.com/johnmyleswhite/ML_for_Hackers) | 3648 | 2244 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 10 | [AnomalyDetection](https://github.com/twitter/AnomalyDetection) | 3527 | 782 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 11 | [data.table](https://github.com/Rdatatable/data.table) | 3436 | 977 | R | 1003 | R's data.table package extends data.frame: | 2024-01-19T20:39:50Z |
| 12 | [awesome-network-analysis](https://github.com/briatte/awesome-network-analysis) | 3267 | 602 | R | 7 | A curated list of awesome network analysis resources. | 2023-10-14T04:00:40Z |
| 13 | [rmarkdown](https://github.com/rstudio/rmarkdown) | 2759 | 975 | R | 231 | Dynamic Documents for R | 2024-01-18T09:23:59Z |
| 14 | [plotly.R](https://github.com/plotly/plotly.R) | 2466 | 627 | R | 642 | An interactive graphing library for R | 2024-01-18T03:12:52Z |
| 15 | [devtools](https://github.com/r-lib/devtools) | 2340 | 759 | R | 22 | Tools to make an R developer's life easier | 2024-01-17T17:11:16Z |
| 16 | [patchwork](https://github.com/thomasp85/patchwork) | 2339 | 159 | R | 27 | The Composer of ggplots | 2024-01-09T15:21:44Z |
| 17 | [knitr](https://github.com/yihui/knitr) | 2327 | 878 | R | 113 | A general-purpose tool for dynamic report generation in R | 2023-12-30T00:18:18Z |
| 18 | [stat_rethinking_2023](https://github.com/rmcelreath/stat_rethinking_2023) | 2062 | 237 | R | 11 | Statistical Rethinking Course for Jan-Mar 2023 | 2023-11-28T12:15:06Z |
| 19 | [rethinking](https://github.com/rmcelreath/rethinking) | 2029 | 585 | R | 192 | Statistical Rethinking course and book package | 2023-11-24T07:50:43Z |
| 20 | [seurat](https://github.com/satijalab/seurat) | 2025 | 863 | R | 281 | R toolkit for single cell genomics | 2024-01-19T21:35:46Z |
| 21 | [rayshader](https://github.com/tylermorganwall/rayshader) | 1966 | 211 | R | 22 | R Package for 2D and 3D mapping and data visualization | 2024-01-12T02:44:07Z |
| 22 | [DataScienceR](https://github.com/ujjwalkarn/DataScienceR) | 1955 | 893 | R | 1 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2023-03-10T11:06:16Z |
| 23 | [nyc-taxi-data](https://github.com/toddwschneider/nyc-taxi-data) | 1950 | 573 | R | 0 | Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database | 2023-02-10T12:10:47Z |
| 24 | [gganimate](https://github.com/thomasp85/gganimate) | 1915 | 309 | R | 65 | A Grammar of Animated Graphics | 2023-12-02T15:37:53Z |
| 25 | [labs](https://github.com/genomicsclass/labs) | 1910 | 1925 | R | 17 | Rmd source files for the HarvardX series PH525x | 2023-12-01T15:59:19Z |
| 26 | [benchm-ml](https://github.com/szilard/benchm-ml) | 1863 | 340 | R | 10 | 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.). | 2022-09-16T14:01:14Z |
| 27 | [ggstatsplot](https://github.com/IndrajeetPatil/ggstatsplot) | 1860 | 184 | R | 60 | Enhancing {ggplot2} plots with statistical analysis 📊📣 | 2024-01-14T14:58:37Z |
| 28 | [gt](https://github.com/rstudio/gt) | 1826 | 199 | R | 276 | Easily generate information-rich, publication-quality tables from R | 2024-01-19T23:01:02Z |
| 29 | [wesanderson](https://github.com/karthik/wesanderson) | 1819 | 140 | R | 11 | A Wes Anderson color palette for R | 2023-10-31T16:22:04Z |
| 30 | [investing](https://github.com/zonination/investing) | 1736 | 113 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 31 | [esquisse](https://github.com/dreamRs/esquisse) | 1706 | 221 | R | 63 | RStudio add-in to make plots interactively with ggplot2 | 2024-01-10T15:19:55Z |
| 32 | [blogdown](https://github.com/rstudio/blogdown) | 1684 | 340 | R | 23 | Create Blogs and Websites with R Markdown | 2024-01-18T18:32:15Z |
| 33 | [DiagrammeR](https://github.com/rich-iannone/DiagrammeR) | 1659 | 248 | R | 159 | Graph and network visualization using tabular data in R | 2024-01-12T21:23:05Z |
| 34 | [CausalImpact](https://github.com/google/CausalImpact) | 1626 | 259 | R | 24 | An R package for causal inference in time series | 2023-07-17T18:19:58Z |
| 35 | [mlr](https://github.com/mlr-org/mlr) | 1619 | 407 | R | 8 | Machine Learning in R | 2023-12-04T17:10:03Z |
| 36 | [stats337](https://github.com/hadley/stats337) | 1618 | 232 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 37 | [reticulate](https://github.com/rstudio/reticulate) | 1600 | 365 | R | 434 | R Interface to Python | 2024-01-13T00:49:37Z |
| 38 | [caret](https://github.com/topepo/caret) | 1579 | 633 | R | 165 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2023-10-02T22:36:47Z |
| 39 | [tidyverse](https://github.com/tidyverse/tidyverse) | 1563 | 281 | R | 2 | Easily install and load packages from the tidyverse | 2023-12-12T13:45:13Z |
| 40 | [bbplot](https://github.com/bbc/bbplot) | 1509 | 255 | R | 12 | R package that helps create and export ggplot2 charts in the style used by the BBC News data team | 2021-07-02T16:44:39Z |
| 41 | [tofsims](https://github.com/fossasia/tofsims) | 1498 | 6 | R | 0 | None | 2017-11-29T19:16:12Z |
| 42 | [rvest](https://github.com/tidyverse/rvest) | 1435 | 338 | R | 19 | Simple web scraping for R | 2023-10-31T18:16:37Z |
| 43 | [geocompr](https://github.com/geocompx/geocompr) | 1428 | 578 | R | 8 | Geocomputation with R: an open source book | 2024-01-19T07:54:39Z |
| 44 | [broom](https://github.com/tidymodels/broom) | 1397 | 295 | R | 4 | Convert statistical analysis objects from R into tidy format | 2023-12-15T15:55:10Z |
| 45 | [r-color-palettes](https://github.com/EmilHvitfeldt/r-color-palettes) | 1364 | 133 | R | 24 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2023-10-10T02:17:38Z |
| 46 | [plumber](https://github.com/rstudio/plumber) | 1351 | 253 | R | 129 | Turn your R code into a web API. | 2023-12-10T00:57:45Z |
| 47 | [drake](https://github.com/ropensci/drake) | 1330 | 132 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2023-11-06T14:25:50Z |
| 48 | [janitor](https://github.com/sfirke/janitor) | 1315 | 133 | R | 30 | simple tools for data cleaning in R | 2024-01-18T16:21:41Z |
| 49 | [tensorflow](https://github.com/rstudio/tensorflow) | 1313 | 325 | R | 40 | TensorFlow for R | 2023-09-29T14:47:04Z |
| 50 | [tidyr](https://github.com/tidyverse/tidyr) | 1310 | 411 | R | 45 | Tidy Messy Data | 2023-11-04T22:55:41Z |
| 51 | [rnaseq_tutorial](https://github.com/griffithlab/rnaseq_tutorial) | 1299 | 618 | R | 5 | 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. | 2023-05-31T18:45:10Z |
| 52 | [ggthemes](https://github.com/jrnold/ggthemes) | 1276 | 233 | R | 14 | Additional themes, scales, and geoms for ggplot2 | 2024-01-17T14:45:53Z |
| 53 | [mastering-shiny](https://github.com/hadley/mastering-shiny) | 1270 | 562 | R | 52 | Mastering Shiny: a book | 2023-12-30T18:51:35Z |
| 54 | [sf](https://github.com/r-spatial/sf) | 1234 | 287 | R | 36 | Simple Features for R | 2024-01-20T11:28:01Z |
| 55 | [purrr](https://github.com/tidyverse/purrr) | 1209 | 260 | R | 23 | A functional programming toolkit for R | 2023-11-22T13:52:54Z |
| 56 | [brms](https://github.com/paul-buerkner/brms) | 1199 | 177 | R | 133 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2024-01-18T18:05:09Z |
| 57 | [ComplexHeatmap](https://github.com/jokergoo/ComplexHeatmap) | 1188 | 221 | R | 142 | Make Complex Heatmaps | 2024-01-18T01:49:05Z |
| 58 | [hrbrthemes](https://github.com/hrbrmstr/hrbrthemes) | 1173 | 93 | R | 26 | :lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components | 2022-09-04T10:46:38Z |
| 59 | [advanced-shiny](https://github.com/daattali/advanced-shiny) | 1167 | 387 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 60 | [ggrepel](https://github.com/slowkow/ggrepel) | 1165 | 91 | R | 30 | :round_pushpin: Repel overlapping text labels away from each other in your ggplot2 figures. | 2024-01-18T20:08:42Z |
| 61 | [tidytext](https://github.com/juliasilge/tidytext) | 1151 | 189 | R | 9 | Text mining using tidy tools :sparkles::page_facing_up::sparkles: | 2023-09-05T23:20:58Z |
| 62 | [vitae](https://github.com/mitchelloharawild/vitae) | 1147 | 223 | R | 30 | R Markdown Résumés and CVs | 2023-11-30T02:30:13Z |
| 63 | [lintr](https://github.com/r-lib/lintr) | 1130 | 183 | R | 253 | Static Code Analysis for R | 2024-01-14T14:55:07Z |
| 64 | [swirl](https://github.com/swirldev/swirl) | 1089 | 599 | R | 286 | :cyclone: Learn R, in R. | 2023-10-27T18:00:31Z |
| 65 | [forecast](https://github.com/robjhyndman/forecast) | 1078 | 339 | R | 13 | forecast package for R | 2024-01-08T07:44:00Z |
| 66 | [r-source](https://github.com/wch/r-source) | 1075 | 302 | R | 0 | Read-only mirror of R source code from https://svn.r-project.org/R/, updated hourly. See the build instructions on the wiki page. | 2024-01-20T08:31:45Z |
| 67 | [ggpubr](https://github.com/kassambara/ggpubr) | 1064 | 162 | R | 208 | 'ggplot2' Based Publication Ready Plots | 2023-08-24T09:40:01Z |
| 68 | [statistics-for-data-scientists](https://github.com/andrewgbruce/statistics-for-data-scientists) | 1064 | 645 | R | 9 | Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts" | 2022-12-16T01:16:27Z |
| 69 | [ggraph](https://github.com/thomasp85/ggraph) | 1021 | 109 | R | 32 | Grammar of Graph Graphics | 2024-01-19T19:30:16Z |
| 70 | [MetBrewer](https://github.com/BlakeRMills/MetBrewer) | 1004 | 74 | R | 4 | Color palette package in R inspired by works at the Metropolitan Museum of Art in New York | 2023-09-30T14:24:56Z |
| 71 | [easystats](https://github.com/easystats/easystats) | 986 | 72 | R | 39 | :milky_way: The R easystats-project | 2024-01-01T08:09:07Z |
| 72 | [rstan](https://github.com/stan-dev/rstan) | 983 | 269 | R | 321 | RStan, the R interface to Stan | 2024-01-19T16:51:40Z |
| 73 | [readr](https://github.com/tidyverse/readr) | 980 | 298 | R | 67 | Read flat files (csv, tsv, fwf) into R | 2024-01-10T23:37:44Z |
| 74 | [httr](https://github.com/r-lib/httr) | 979 | 2001 | R | 1 | httr: a friendly http package for R | 2023-10-31T20:49:27Z |
| 75 | [magrittr](https://github.com/tidyverse/magrittr) | 951 | 157 | R | 20 | Improve the readability of R code with the pipe | 2023-03-08T13:37:44Z |
| 76 | [renv](https://github.com/rstudio/renv) | 938 | 149 | R | 86 | renv: Project environments for R. | 2024-01-18T19:04:49Z |
| 77 | [future](https://github.com/HenrikBengtsson/future) | 922 | 82 | R | 102 | :rocket: R package: future: Unified Parallel and Distributed Processing in R for Everyone | 2024-01-19T23:26:47Z |
| 78 | [sparklyr](https://github.com/sparklyr/sparklyr) | 920 | 306 | R | 317 | R interface for Apache Spark | 2024-01-18T22:40:16Z |
| 79 | [performance](https://github.com/easystats/performance) | 918 | 86 | R | 104 | :muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...) | 2024-01-19T21:58:56Z |
| 80 | [circlize](https://github.com/jokergoo/circlize) | 916 | 140 | R | 45 | Circular visualization in R | 2023-11-11T08:34:17Z |
| 81 | [tinytex](https://github.com/rstudio/tinytex) | 906 | 114 | R | 21 | A lightweight, cross-platform, portable, and easy-to-maintain LaTeX distribution based on TeX Live | 2023-12-29T22:23:12Z |
| 82 | [clusterProfiler](https://github.com/YuLab-SMU/clusterProfiler) | 901 | 240 | R | 276 | :bar_chart: A universal enrichment tool for interpreting omics data | 2024-01-10T07:08:51Z |
| 83 | [gtsummary](https://github.com/ddsjoberg/gtsummary) | 897 | 98 | R | 26 | Presentation-Ready Data Summary and Analytic Result Tables | 2024-01-13T04:08:09Z |
| 84 | [BanditsBook](https://github.com/johnmyleswhite/BanditsBook) | 882 | 303 | R | 5 | Code for my book on Multi-Armed Bandit Algorithms | 2020-01-09T19:48:06Z |
| 85 | [datapasta](https://github.com/MilesMcBain/datapasta) | 881 | 58 | R | 27 | On top of spaghetti, all covered in cheese.... | 2022-04-29T11:08:13Z |
| 86 | [generativeart](https://github.com/cutterkom/generativeart) | 880 | 153 | R | 5 | Create Generative Art with R | 2022-04-27T07:53:49Z |
| 87 | [ggforce](https://github.com/thomasp85/ggforce) | 879 | 105 | R | 47 | Accelerating ggplot2 | 2024-01-19T15:32:29Z |
| 88 | [ggthemr](https://github.com/Mikata-Project/ggthemr) | 867 | 105 | R | 7 | Themes for ggplot2. | 2022-05-07T19:44:21Z |
| 89 | [golem](https://github.com/ThinkR-open/golem) | 863 | 128 | R | 75 | A Framework for Building Robust Shiny Apps | 2023-12-01T11:35:47Z |
| 90 | [testthat](https://github.com/r-lib/testthat) | 859 | 315 | R | 72 | An R 📦 to make testing 😀 | 2024-01-15T13:44:09Z |
| 91 | [pagedown](https://github.com/rstudio/pagedown) | 857 | 133 | R | 78 | Paginate the HTML Output of R Markdown with CSS for Print | 2023-12-29T22:36:29Z |
| 92 | [rappor](https://github.com/google/rappor) | 853 | 210 | R | 26 | RAPPOR: Privacy-Preserving Reporting Algorithms | 2022-07-14T06:30:15Z |
| 93 | [mlr3](https://github.com/mlr-org/mlr3) | 847 | 83 | R | 67 | mlr3: Machine Learning in R - next generation | 2024-01-17T11:36:30Z |
| 94 | [slidify](https://github.com/ramnathv/slidify) | 846 | 345 | R | 174 | Generate reproducible html5 slides from R markdown | 2016-08-02T03:54:45Z |
| 95 | [fasteR](https://github.com/matloff/fasteR) | 842 | 138 | R | 6 | Fast Lane to Learning R! | 2023-12-05T07:00:33Z |
| 96 | [text2vec](https://github.com/dselivanov/text2vec) | 835 | 136 | R | 23 | Fast vectorization, topic modeling, distances and GloVe word embeddings in R. | 2023-11-13T02:25:09Z |
| 97 | [targets](https://github.com/ropensci/targets) | 834 | 65 | R | 0 | Function-oriented Make-like declarative workflows for R | 2024-01-16T16:25:04Z |
| 98 | [tidyquant](https://github.com/business-science/tidyquant) | 823 | 173 | R | 78 | Bringing financial analysis to the tidyverse | 2024-01-04T19:32:17Z |
| 99 | [gptstudio](https://github.com/MichelNivard/gptstudio) | 818 | 92 | R | 8 | GPT RStudio addins that enable GPT assisted coding, writing & analysis | 2024-01-16T17:48:20Z |
| 100 | [palmerpenguins](https://github.com/allisonhorst/palmerpenguins) | 818 | 197 | R | 12 | A great intro dataset for data exploration & visualization (alternative to iris). | 2022-10-14T06:24:25Z |
Reference in new issue View Git Blame Copy Permalink