#1
scikit-learn: machine learning in Python
66K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learnAlternatives
Streamlit alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Streamlit
Streamlit — A faster way to build and share data apps.
100
Quality
100
Trust
45K
Stars
#2
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#3
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#4
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio#5
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 3, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#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 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#7
🕸️ Web apps in pure Python 🐍
28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#8
fklearn: Functional Machine Learning
1.5K starsMay 11, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn#9
Roadmap to becoming an Artificial Intelligence Expert in 2022
31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap#10
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
14K starsApr 22, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Data-Centric-AI-Community/fg-data-profiling#11
Statsmodels: statistical modeling and econometrics in Python
11K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels#12
Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷
6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#13
A Grammar of Graphics for Python
4.6K starsJun 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine#14
Open Machine Learning Course
11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai#15
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
2.0K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add WenjieDu/PyPOTS#16
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/WeFlowHow 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 Streamlit 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.