#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
Financial Knowledge Graphs alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Financial Knowledge Graphs
小型金融知识图谱构建流程（neo4j / python / cypher / KG）
70
Quality
79
Trust
3.1K
Stars
#2
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#3
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#4
interactive notebooks from Planet Engineering
673 starsJun 12, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add planetlabs/notebooks#5
Kernel Density Estimation in Python
645 starsMay 6, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add tommyod/KDEpy#6
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#7
fklearn: Functional Machine Learning
1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn#8
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#9
A Grammar of Graphics for Python
4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine#10
PyMC educational resources
2.1K starsDec 23, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add pymc-devs/pymc-resources#11
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
4.7K starsMay 8, 2018 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add BrambleXu/pydata-notebook#12
大众点评评论文本挖掘，包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目
945 starsOct 9, 2018 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add py-bin/dianping_textmining#13
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#14
”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#15
Jupyter notebook and datasets from the pandas video series
2.3K starsMar 5, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add justmarkham/pandas-videos#16
🦘 Explore multimedia datasets at scale
1.1K starsDec 7, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add comet-ml/kangasHow 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 Financial Knowledge Graphs 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.