Best Open Source r Libraries

A curated list of the most popular GitHub repositories tagged with r. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

83,829Jupyter Notebook

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#2apache/spark

Apache Spark - A unified analytics engine for large-scale data processing

42,851Scala

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#3facebook/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

20,021Python

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#4microsoft/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.

18,095C++

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#5catboost/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.

8,811C++

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#6cxli233/FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

6,995R

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#7tidyverse/ggplot2

An implementation of the Grammar of Graphics in R

6,876R

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