#1
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-BeginnersAlternatives
BAP alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
BAP
Bayesian Analysis with Python (Second Edition)
49
Quality
73
Trust
678
Stars
#2
fklearn: Functional Machine Learning
1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn#3
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
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
3.0K starsJul 10, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ajcr/100-pandas-puzzles#5
interactive notebooks from Planet Engineering
673 starsJun 12, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add planetlabs/notebooks#6
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！
2.7K starsMay 1, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add Visualize-ML/Book6_First-Course-in-Data-Science#7
小型金融知识图谱构建流程（neo4j / python / cypher / KG）
3.1K starsJul 7, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add jm199504/Financial-Knowledge-Graphs#8
Kernel Density Estimation in Python
645 starsMay 6, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add tommyod/KDEpy#9
”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#10
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#11
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#12
scikit-learn: machine learning in Python
66K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#13
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
1.4K starsFeb 20, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add GoogleCloudPlatform/data-science-on-gcp#14
WeFlow - 一个本地的微信聊天记录导出和年度报告应用
12K starsJun 3, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add hicccc77/WeFlow#15
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#16
Missing data visualization module for Python.
4.2K starsMay 14, 2024 pushdata-analysisPythonData Analysis
$ npx skills add ResidentMario/missingnoHow 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 BAP if it already passes your workflow test and repository review.
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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.