Alternatives

ML CaPsule alternatives for AI agents.

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

Current skill

ML CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

85
Quality
88
Trust
659
Stars
#1

Machine Learning Complete

Similarity 149Trust 86Strong 77

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

5.0K starsSep 22, 2023 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add Nyandwi/machine_learning_complete
#2

Streamlit

Similarity 144Trust 95Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#3

Best Of Ml Python

Similarity 143Trust 95Excellent 100

πŸ† A ranked list of awesome machine learning Python libraries. Updated weekly.

24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python
#4

Data Science For Beginners

Similarity 142Trust 96Excellent 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
#5

Dtale

Similarity 141Trust 94Excellent 100

Visualizer for pandas data structures

5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale
#6

Awesome Python Data Science

Similarity 139Trust 91Excellent 100

Probably the best curated list of data science software in Python.

3.5K starsApr 13, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add krzjoa/awesome-python-data-science
#7

Ml Workspace

Similarity 139Trust 83Strong 76

πŸ›  All-in-one web-based IDE specialized for machine learning and data science.

3.5K starsJul 26, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add ml-tooling/ml-workspace
#8

Gradio

Similarity 137Trust 99Excellent 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
#9

Reflex

Similarity 136Trust 95Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#10

Data Juicer

Similarity 133Trust 94Excellent 100

Data processing for and with foundation models! 🍎 πŸ‹ 🌽 ➑️ ➑️🍸 🍹 🍷

6.5K starsJun 15, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer
#11

Pandas AI

Similarity 133Trust 87Excellent 94

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

24K starsOct 28, 2025 pushdata-analysisPythonData Analysis
$ npx skills add sinaptik-ai/pandas-ai
#12

Datascience

Similarity 132Trust 93Excellent 100

Curated list of Python resources for data science.

4.6K starsJun 5, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add r0f1/datascience
#13

Matplotplusplus

Similarity 132Trust 91Excellent 100

Matplot++: A C++ Graphics Library for Data Visualization πŸ“ŠπŸ—Ύ

4.9K starsApr 2, 2026 pushdata-analysisC++Data Analysis
$ npx skills add alandefreitas/matplotplusplus
#14

Rio

Similarity 131Trust 92Excellent 100

WebApps in pure Python. No JavaScript, HTML and CSS needed

3.4K starsJun 12, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rio
#15

Hyperlearn

Similarity 131Trust 87Strong 74

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

2.5K starsNov 19, 2024 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add unslothai/hyperlearn
#16

Mito

Similarity 131Trust 91Excellent 100

Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet

2.6K starsJun 11, 2026 pushdata-analysisJupyter NotebookData Visualization
$ npx skills add mito-ds/mito

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 ML CaPsule 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.