Alternatives

Book6 First Course In Data Science alternatives for AI agents.

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

Current skill

Book6 First Course In Data Science

Book_6_《数据有道》 | 鸢尾花书:从加减乘除到机器学习;欢迎大家批评指正!纠错多的同学会得到赠书感谢!

95
Quality
87
Trust
2.7K
Stars
#1

”数学不难“ 之 《线性代数不难》上下册,66话题完册;欢迎批评指正

2.3K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization
#2

Data Science For Beginners

Similarity 152Trust 96Excellent 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
#3

Data Analysis And Machine Learning Projects

Similarity 142Trust 83Strong 74

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

6.7K starsJun 21, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add rhiever/Data-Analysis-and-Machine-Learning-Projects
#4

Seaborn

Similarity 142Trust 92Excellent 100

Statistical data visualization in Python

14K starsJan 22, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mwaskom/seaborn
#5

Folium

Similarity 141Trust 91Excellent 100

Python Data. Leaflet.js Maps.

7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium
#6

DataScienceProjects

Similarity 138Trust 84Strong 81

The code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.

816 starsJun 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add tuangauss/DataScienceProjects
#7

Streamlit

Similarity 138Trust 95Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#8

Fklearn

Similarity 137Trust 90Excellent 97

fklearn: Functional Machine Learning

1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#9

Imbalanced Learn

Similarity 136Trust 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
#10

Skore

Similarity 135Trust 88Excellent 85

Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.

640 starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add probabl-ai/skore
#11

Matplotlib

Similarity 135Trust 92Excellent 100

matplotlib: plotting with Python

23K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add matplotlib/matplotlib
#12

Vizro

Similarity 132Trust 93Excellent 100

Vizro is a low-code toolkit for building high-quality data visualization apps.

3.7K starsJun 16, 2026 pushdata-analysisPythonData Visualization
$ npx skills add mckinsey/vizro
#13

Articles

Similarity 131Trust 74Needs review 49

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

589 starsSep 28, 2022 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add LearnDataSci/articles
#14

Joypy

Similarity 130Trust 75Needs review 54

Joyplots in Python with matplotlib & pandas :chart_with_upwards_trend:

608 starsMar 21, 2024 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add leotac/joypy
#15

Pandas

Similarity 130Trust 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
#16

Scikit Learn

Similarity 130Trust 93Excellent 100

scikit-learn: machine learning in Python

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

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 Book6 First Course In Data Science if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.