R

R is a free programming language and software environment for statistical computing and graphics.

There are 42,981 repositories under r topic.

ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python microsoft-for-beginners ml python r scikit-learn scikit-learn-python
Language:Jupyter Notebook 77353
apache / spark
Apache Spark - A unified analytics engine for large-scale data processing
python scala r java big-data jdbc sql spark
Language:Scala 41889
facebook / prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
forecasting python r
Language:Python 19604
LightGBM
microsoft / LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting python r parallel kaggle
Language:C++ 17596
FavioVazquez / ds-cheatsheets
List of Data Science Cheatsheets to rule the world
datascience python r spark programming jupyter cheatsheet
15710
kanaka / mal
mal - Make a Lisp
mal docker lisp lisp-interpreter c java javascript python c-plus-plus c-sharp php ruby r swift bash makefile clojure scala learn-to-code webassembly
Language:Assembly 10469
hugo-blox-builder
HugoBlox / hugo-blox-builder
⚡ Hugo Blox: Markdown sites in minutes. Academic/resume/lab/portfolio for AI researchers & startups. Premium templates. Deploy to GitHub Pages now in 1-click 👇
academic blog blog-engine cms data-science documentation-tool github-pages hugo hugo-theme jupyter netlify open-science page-builder portfolio r rmarkdown rstudio static-site-generator theme website-builder
Language:HTML 8950
catboost / catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining
Language:C++ 8576
h2oai / h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark
Language:Jupyter Notebook 7279
cxli233 / FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
data-visualization r
Language:R 6850
tidyverse / ggplot2
An implementation of the Grammar of Graphics in R
data-visualisation r visualisation
Language:R 6777
qinwf / awesome-R
A curated list of awesome R packages, frameworks and software.
awesome awesome-list data-analysis data-science list r rstats
Language:R 6297
nteract / papermill
📚 Parameterize, execute, and analyze notebooks
jupyter notebooks notebook-generator nteract publishing pipeline notebook python r julia scala
Language:Python 6262
rstudio / shiny
Easy interactive web applications with R
r rstudio shiny reactive web-app web-development
Language:R 5533
tidyverse / dplyr
dplyr: A grammar of data manipulation
data-manipulation grammar r
Language:R 4931
hadley / r4ds
R for data science: a book
book bookdown data-science r
Language:R 4877
thuquant / awesome-quant
**的Quant相关资源索引
quant python machine-learning statistics r cpp trading finance china
4785
wave
h2oai / wave
Realtime Web Apps and Dashboards for Python and R
app dashboard hacktoberfest python r realtime typescript visualization webapp
Language:Python 4182
data-science-at-the-command-line
jeroenjanssens / data-science-at-the-command-line
Data Science at the Command Line
data-science linux unix cli bash book gnuplot ggplot2 r python bookdown zsh jq curl cowsay terminal shell oreilly oreilly-books
Language:HTML 3900
jphall663 / awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
ai-safety awesome awesome-list data-science explainable-ml fairness interpretability interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability privacy-enhancing-technologies privacy-preserving-machine-learning python r reliable-ai secure-ml transparency xai
3866
ml-workspace
ml-tooling / ml-workspace
🛠 All-in-one web-based IDE specialized for machine learning and data science.
machine-learning deep-learning data-science docker jupyter jupyter-lab python anaconda tensorflow pytorch neural-networks data-analysis scikit-learn r gpu jupyter-notebook kubernetes data-visualization vscode nlp
Language:Jupyter Notebook 3520
tirthajyoti / Data-science-best-resources
Carefully curated resource links for data science in one place
analytics api artificial-intelligence aws cheatsheet data-science data-wrangling database deep-learning linux machine-learning neural-network online-course python r reinforcement-learning scikit-learn sql statistics visualization
3111
SciML / DifferentialEquations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
differential-equations differentialequations julia ode sde dae dde spde stochastic-processes stochastic-differential-equations delay-differential-equations differential-algebraic-equations dynamical-systems neural-differential-equations r python scientific-machine-learning sciml numerical scientific
Language:Julia 2999
rstudio / rmarkdown
Dynamic Documents for R
r r-package rmarkdown pandoc markdown literate-programming
Language:R 2976
BayesWitnesses / m2cgen
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies
machine-learning scikit-learn statistical-learning xgboost lightgbm java python c javascript go csharp php r dartlang statsmodels lightning haskell ruby rust
Language:Python 2909
Trusted-AI / AIF360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai
Language:Python 2648
plotly / plotly.R
An interactive graphing library for R
r ggplot2 javascript data-visualization d3js shiny plotly webgl rstats r-package
Language:R 2640
szcf-weiya / ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
esl statistical-learning esl-cn r julia python cpp
Language:Jupyter Notebook 2603
r-lib / devtools
Tools to make an R developer's life easier
r package-creation
Language:R 2477
yihui / knitr
A general-purpose tool for dynamic report generation in R
knitr r literate-programming sweave rmarkdown dynamic-documents r-package
Language:R 2430
hadley / adv-r
Advanced R: a book
book r programming bookdown
Language:TeX 2422
ktaranov / sqlserver-kit
Useful links, scripts, tools and best practice for Microsoft SQL Server Database
sql-server powershell microsoft-sql r tsql sql-powershell trace-flag awesome-list biml-resources sql-server-database t-sql
Language:TSQL 2309
FinMind / FinMind
Open Data, more than 50 financial data. 提供超過 50 個金融資料(台股為主)，每天更新 https://finmind.github.io/
python financial-data stock-prices gold-price api exchange-rates interest-rates crude-oil r hacktoberfest opendata finance
Language:Jupyter Notebook 2258
mGalarnyk / datasciencecoursera
Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
jhu-coursera data-science john-hopkins-coursera r stanford python
Language:HTML 2246
randy3k / radian
A 21 century R console
r repl cli terminal console ipython radian
Language:Python 2187
ggstatsplot
IndrajeetPatil / ggstatsplot
Enhancing {ggplot2} plots with statistical analysis 📊📣
ggplot-extension dataviz r statistical-analysis datascience bayes-factors regression-models effect-size non-parametric-statistics hypothesis-testing
Language:R 2124

R

microsoft / ML-For-Beginners

apache / spark

facebook / prophet

microsoft / LightGBM

FavioVazquez / ds-cheatsheets

kanaka / mal

HugoBlox / hugo-blox-builder

catboost / catboost

h2oai / h2o-3

cxli233 / FriendsDontLetFriends

tidyverse / ggplot2

qinwf / awesome-R

nteract / papermill

rstudio / shiny

tidyverse / dplyr

hadley / r4ds

thuquant / awesome-quant

h2oai / wave

jeroenjanssens / data-science-at-the-command-line

jphall663 / awesome-machine-learning-interpretability

ml-tooling / ml-workspace

tirthajyoti / Data-science-best-resources

SciML / DifferentialEquations.jl

rstudio / rmarkdown

BayesWitnesses / m2cgen

Trusted-AI / AIF360

plotly / plotly.R

szcf-weiya / ESL-CN

r-lib / devtools

yihui / knitr

hadley / adv-r

ktaranov / sqlserver-kit

FinMind / FinMind

mGalarnyk / datasciencecoursera

randy3k / radian

IndrajeetPatil / ggstatsplot

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