Alternatives

Data Science For Beginners alternatives for AI agents.

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

Current skill

Data Science For Beginners

10 Weeks, 20 Lessons, Data Science for All!

100
Quality
100
Trust
36K
Stars
#1

Fklearn

Similarity 145Trust 100Excellent 97

fklearn: Functional Machine Learning

1.5K starsMay 11, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#2

Pandas

Similarity 145Trust 100Excellent 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 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#3

Streamlit

Similarity 145Trust 100Excellent 100

Streamlit — A faster way to build and share data apps.

45K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#4

Scikit Learn

Similarity 137Trust 100Excellent 100

scikit-learn: machine learning in Python

66K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn
#5

Imbalanced Learn

Similarity 134Trust 100Excellent 100

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

7.1K starsApr 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn
#6

Dtale

Similarity 134Trust 100Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#7

Mito

Similarity 130Trust 100Excellent 100

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

2.6K starsJun 4, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add mito-ds/mito
#8

Gradio

Similarity 129Trust 100Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 10, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#9

Reflex

Similarity 128Trust 100Excellent 100

🕸️ Web apps in pure Python 🐍

28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#10

Statsmodels

Similarity 127Trust 100Excellent 100

Statsmodels: statistical modeling and econometrics in Python

11K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels
#11

WeFlow

Similarity 127Trust 100Excellent 100

WeFlow - 一个本地的微信聊天记录导出和年度报告应用

11K starsJun 3, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add hicccc77/WeFlow
#12

Data Juicer

Similarity 126Trust 100Excellent 100

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#13

Danfojs

Similarity 125Trust 100Excellent 100

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

5.1K starsApr 15, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add javascriptdata/danfojs
#14

Matplotplusplus

Similarity 125Trust 100Excellent 100

Matplot++: A C++ Graphics Library for Data Visualization 📊🗾

4.9K starsApr 2, 2026 pushdata-analysisC++Data Analysis
$ npx skills add alandefreitas/matplotplusplus
#15

Plotnine

Similarity 125Trust 100Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#16

Rio

Similarity 125Trust 100Excellent 100

WebApps in pure Python. No JavaScript, HTML and CSS needed

3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio

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 Data Science For Beginners if it already passes your workflow test and repository review.

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