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9.9 KiB
Github Ranking
Top 100 Stars in R
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | ggplot2 | 5477 | 1869 | R | 228 | An implementation of the Grammar of Graphics in R | 2022-06-30T18:48:29Z |
| 2 | awesome-R | 5077 | 1468 | R | 0 | A curated list of awesome R packages, frameworks and software. | 2022-06-03T08:27:46Z |
| 3 | shiny | 4712 | 1753 | R | 670 | Easy interactive web applications with R | 2022-07-01T23:02:27Z |
| 4 | dplyr | 4137 | 1449 | R | 87 | dplyr: A grammar of data manipulation | 2022-07-01T18:41:01Z |
| 5 | swirl_courses | 3892 | 7126 | R | 127 | 🎓 A collection of interactive courses for the swirl R package. | 2022-05-18T09:00:52Z |
| 6 | ML_for_Hackers | 3629 | 2262 | R | 23 | Code accompanying the book "Machine Learning for Hackers" | 2019-05-26T16:52:29Z |
| 7 | r4ds | 3539 | 3669 | R | 32 | R for data science: a book | 2022-06-21T13:58:39Z |
| 8 | stat_rethinking_2022 | 3507 | 322 | R | 7 | Statistical Rethinking course winter 2022 | 2022-03-15T15:07:26Z |
| 9 | AnomalyDetection | 3450 | 760 | R | 62 | Anomaly Detection with R | 2019-08-30T19:49:16Z |
| 10 | data.table | 3049 | 932 | R | 909 | R's data.table package extends data.frame: | 2022-06-28T12:39:49Z |
| 11 | awesome-network-analysis | 2713 | 569 | R | 23 | A curated list of awesome network analysis resources. | 2022-05-01T09:10:04Z |
| 12 | rmarkdown | 2471 | 934 | R | 192 | Dynamic Documents for R | 2022-06-22T16:12:38Z |
| 13 | knitr | 2193 | 845 | R | 111 | A general-purpose tool for dynamic report generation in R | 2022-06-30T15:36:15Z |
| 14 | devtools | 2192 | 740 | R | 10 | Tools to make an R developer's life easier | 2022-06-16T13:48:01Z |
| 15 | plotly.R | 2213 | 601 | R | 524 | An interactive graphing library for R | 2022-06-28T00:41:37Z |
| 16 | patchwork | 2098 | 149 | R | 66 | The Composer of ggplots | 2021-07-14T11:09:48Z |
| 17 | nyc-taxi-data | 1862 | 552 | R | 1 | Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database | 2022-05-07T17:35:31Z |
| 18 | benchm-ml | 1839 | 337 | R | 9 | 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.). | 2019-08-19T04:22:47Z |
| 19 | DataScienceR | 1790 | 874 | R | 0 | a curated list of R tutorials for Data Science, NLP and Machine Learning | 2022-04-29T23:59:53Z |
| 20 | gganimate | 1790 | 309 | R | 80 | A Grammar of Animated Graphics | 2022-03-09T18:47:59Z |
| 21 | investing | 1728 | 112 | R | 0 | Investing Returns on the Market as a Whole | 2016-12-27T13:58:02Z |
| 22 | rethinking | 1702 | 531 | R | 148 | Statistical Rethinking course and book package | 2022-05-26T09:00:36Z |
| 23 | labs | 1668 | 1852 | R | 16 | Rmd source files for the HarvardX series PH525x | 2022-06-22T20:44:45Z |
| 24 | stats337 | 1621 | 227 | R | 5 | Readings in applied data science | 2018-06-21T15:57:29Z |
| 25 | wesanderson | 1583 | 123 | R | 11 | A Wes Anderson color palette for R | 2022-02-08T23:04:55Z |
| 26 | mlr | 1575 | 406 | R | 9 | Machine Learning in R | 2022-06-26T15:24:37Z |
| 27 | rayshader | 1568 | 179 | R | 13 | R Package for 2D and 3D mapping and data visualization | 2022-05-12T05:41:26Z |
| 28 | DiagrammeR | 1545 | 241 | R | 170 | Graph and network visualization using tabular data in R. | 2022-03-18T15:45:09Z |
| 29 | blogdown | 1523 | 336 | R | 38 | Create Blogs and Websites with R Markdown | 2022-06-14T21:19:37Z |
| 30 | gt | 1518 | 157 | R | 239 | Easily generate information-rich, publication-quality tables from R | 2022-07-02T20:10:45Z |
| 31 | ggstatsplot | 1530 | 165 | R | 39 | Enhancing {ggplot2} plots with statistical analysis 📊🎨📣 |
2022-05-27T10:39:08Z |
| 32 | esquisse | 1498 | 202 | R | 52 | RStudio add-in to make plots interactively with ggplot2 | 2022-06-28T08:26:05Z |
| 33 | tofsims | 1484 | 5 | R | 0 | None | 2017-11-29T19:16:12Z |
| 34 | caret | 1444 | 625 | R | 130 | caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models | 2022-04-20T12:03:22Z |
| 35 | CausalImpact | 1440 | 246 | R | 18 | An R package for causal inference in time series | 2022-06-21T18:27:12Z |
| 36 | seurat | 1490 | 721 | R | 134 | R toolkit for single cell genomics | 2022-07-01T19:16:06Z |
| 37 | reticulate | 1436 | 316 | R | 433 | R Interface to Python | 2022-06-29T15:00:01Z |
| 38 | drake | 1321 | 130 | R | 0 | An R-focused pipeline toolkit for reproducibility and high-performance computing | 2021-09-24T12:46:13Z |
| 39 | broom | 1287 | 287 | R | 5 | Convert statistical analysis objects from R into tidy format | 2022-07-01T11:59:35Z |
| 40 | plumber | 1269 | 238 | R | 109 | Turn your R code into a web API. | 2022-06-26T03:51:59Z |
| 41 | tensorflow | 1258 | 324 | R | 35 | TensorFlow for R | 2022-06-29T17:25:53Z |
| 42 | bbplot | 1271 | 229 | 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 |
| 43 | tidyverse | 1245 | 262 | R | 8 | Easily install and load packages from the tidyverse | 2022-07-02T01:34:48Z |
| 44 | ggthemes | 1182 | 218 | R | 10 | Additional themes, scales, and geoms for ggplot2 | 2021-09-21T00:50:32Z |
| 45 | rnaseq_tutorial | 1170 | 594 | R | 1 | 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. | 2021-04-06T03:03:04Z |
| 46 | tidyr | 1162 | 396 | R | 23 | Tidy Messy Data | 2022-06-23T21:59:56Z |
| 47 | geocompr | 1141 | 512 | R | 29 | Open source book: Geocomputation with R | 2022-07-03T21:07:47Z |
| 48 | janitor | 1146 | 113 | R | 39 | simple tools for data cleaning in R | 2022-05-16T15:06:36Z |
| 49 | advanced-shiny | 1086 | 369 | R | 0 | 🤹 Shiny tips & tricks for improving your apps and solving common problems | 2021-09-27T18:50:51Z |
| 50 | mastering-shiny | 1049 | 479 | R | 36 | Mastering Shiny: a book | 2022-06-07T14:23:33Z |
| 51 | tidytext | 1051 | 188 | R | 9 | Text mining using tidy tools :sparkles::page_facing_up:✨ | 2022-05-09T17:37:42Z |
| 52 | hrbrthemes | 1040 | 89 | R | 22 | 🔏 Opinionated, typographic-centric ggplot2 themes and theme components | 2022-04-18T13:41:28Z |
| 53 | sf | 1031 | 251 | R | 89 | Simple Features for R | 2022-07-03T05:00:08Z |
| 54 | brms | 1027 | 148 | R | 104 | brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan | 2022-07-02T20:54:34Z |
| 55 | purrr | 1046 | 230 | R | 131 | A functional programming toolkit for R | 2022-06-17T04:02:37Z |
| 56 | swirl | 1014 | 590 | R | 275 | 🌀 Learn R, in R. | 2021-02-14T15:48:22Z |
| 57 | ggrepel | 1011 | 90 | R | 35 | 📍 Repel overlapping text labels away from each other. | 2022-06-20T17:59:45Z |
| 58 | r-color-palettes | 1011 | 110 | R | 17 | Comprehensive list of color palettes available in R ❤️🧡💛💚💙💜 | 2021-11-22T00:20:31Z |
| 59 | forecast | 989 | 331 | R | 17 | forecast package for R | 2022-05-09T08:18:45Z |
| 60 | lintr | 980 | 160 | R | 115 | Static Code Analysis for R | 2022-07-02T05:34:12Z |