Alternatives

Scikit Learn alternatives for AI agents.

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

Current skill

Scikit Learn

scikit-learn: machine learning in Python

100
Quality
92
Trust
66K
Stars
#1

Imbalanced Learn

Similarity 156Trust 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
#2

Pandas

Similarity 142Trust 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
#3

Streamlit

Similarity 142Trust 95Excellent 100

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

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#4

Skore

Similarity 139Trust 89Excellent 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
#5

Fklearn

Similarity 137Trust 89Excellent 97

fklearn: Functional Machine Learning

1.5K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add nubank/fklearn
#6

Data Science For Beginners

Similarity 136Trust 95Excellent 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
#7

Gradio

Similarity 134Trust 98Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#8

Data Analysis And Machine Learning Projects

Similarity 133Trust 79Strong 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
#9

Knowledge Repo

Similarity 133Trust 86Strong 78

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

5.5K starsSep 4, 2024 pushdata-analysisPythonData Analysis
$ npx skills add airbnb/knowledge-repo
#10

Plotnine

Similarity 130Trust 93Excellent 100

A Grammar of Graphics for Python

4.6K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add has2k1/plotnine
#11

Datacleaner

Similarity 130Trust 82Strong 71

A Python tool that automatically cleans data sets and readies them for analysis.

1.1K starsMay 22, 2019 pushdata-analysisPythonData Science
$ npx skills add rhiever/datacleaner
#12

Mlcourse.AI

Similarity 130Trust 85Excellent 98

Open Machine Learning Course

11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai
#13

Kneed

Similarity 130Trust 84Strong 80

Knee point detection in Python :chart_with_upwards_trend:

812 starsMar 20, 2026 pushdata-analysisPythonData Analysis
$ npx skills add arvkevi/kneed
#14

Nfstream

Similarity 128Trust 93Excellent 100

NFStream: a Flexible Network Data Analysis Framework.

1.2K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add nfstream/nfstream
#15

Python Data Analysis And Mining Action

Similarity 127Trust 75Promising 68

《python数据分析与挖掘实战》的代码笔记

1.8K starsAug 2, 2020 pushdata-analysisPythonData Analysis
$ npx skills add apachecn/python_data_analysis_and_mining_action
#16

AI Expert Roadmap

Similarity 127Trust 89Excellent 100

Roadmap to becoming an Artificial Intelligence Expert in 2022

31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap

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 Scikit Learn 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.