Alternatives

R alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

R

Exercises (incl. analyses) with R language (math+statistics)

55
Quality
72
Trust
775
Stars
#1

Imbalanced Learn

Similarity 134Trust 97Excellent 100

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#2

Gonum

Similarity 134Trust 95Excellent 100

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more

8.4K starsMay 4, 2026 pushdata-analysisGoData Analysis
$ npx skills add gonum/gonum
#3

Pandas

Similarity 128Trust 98Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#4

Data Science For Beginners

Similarity 128Trust 95Excellent 100

10 Weeks, 20 Lessons, Data Science for All!

36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners
#5

Scikit Learn

Similarity 127Trust 92Excellent 100

scikit-learn: machine learning in Python

66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#6

ChatLab

Similarity 125Trust 94Excellent 100

Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具

6.7K starsJun 14, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add ChatLab/ChatLab
#7

Plotnine

Similarity 124Trust 93Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#8

Discord Data Package Explorer

Similarity 124Trust 84Strong 81

🌀 What's really in your Discord Data package?

855 starsMay 13, 2026 pushdata-analysisSvelteData Analysis
$ npx skills add Androz2091/discord-data-package-explorer
#9

Echotrace

Similarity 124Trust 94Excellent 100

EchoTrace 是一个本地、安全的微信聊天记录导出、分析与年度报告生成工具 | EchoTrace is a local, secure tool for exporting, analyzing, and generating annual reports of WeChat chat records

3.7K starsMar 20, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add ycccccccy/echotrace
#10

KDEpy

Similarity 123Trust 84Strong 79

Kernel Density Estimation in Python

645 starsMay 6, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add tommyod/KDEpy
#11

FriendsDontLetFriends

Similarity 123Trust 90Excellent 92

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

7.1K starsSep 3, 2025 pushdata-analysisRData Visualization
$ npx skills add cxli233/FriendsDontLetFriends
#12

Dataframe

Similarity 122Trust 93Excellent 100

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

1.0K starsJun 12, 2026 pushdata-analysisKotlinData Analysis
$ npx skills add Kotlin/dataframe
#13

SjPlot

Similarity 121Trust 80Strong 74

sjPlot - Data Visualization for Statistics in Social Science

646 starsApr 28, 2026 pushdata-analysisRData Visualization
$ npx skills add strengejacke/sjPlot
#14

R Tips

Similarity 121Trust 82Promising 68

R programming tips for data cleaning, data visualisation, statistical modelling and machine learning

809 starsJul 16, 2025 pushdata-analysisRData Visualization
$ npx skills add erikaduan/r_tips
#15

CyberChef

Similarity 120Trust 98Excellent 100

The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis

35K starsJun 13, 2026 pushdata-analysisJavaScriptData Analysis
$ npx skills add gchq/CyberChef
#16

Octosuite

Similarity 120Trust 86Excellent 94

Terminal-based toolkit for GitHub data analysis.

1.9K starsFeb 28, 2026 pushdata-analysisPythonData Analysis
$ npx skills add bellingcat/octosuite

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep R if it already passes your workflow test and repository review.

Next step

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