#1
scikit-learn: machine learning in Python
66K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learnAlternatives
Statsmodels alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Statsmodels
Statsmodels: statistical modeling and econometrics in Python
100
Quality
100
Trust
11K
Stars
#2
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 โ A faster way to build and share data apps.
45K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#4
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#5
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#6
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 3, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-Beginners#7
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
43K starsJun 10, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#8
๐ธ๏ธ Web apps in pure Python ๐
28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#9
AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare#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
Data processing for and with foundation models! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ท
6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#12
A Grammar of Graphics for Python
4.6K starsJun 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine#13
Open Machine Learning Course
11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai#14
fklearn: Functional Machine Learning
1.5K starsMay 11, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn#15
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio#16
Machine learning with dataframes
1.6K starsJun 8, 2026 pushdata-analysisPythonData Analysis
$ npx skills add skrub-data/skrubHow 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 Statsmodels 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.