#1
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradioAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradioStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlit🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learn10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-Beginners🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexFlexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
$ npx skills add pandas-dev/pandasAKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
$ npx skills add akfamily/akshareOpenRefine is a free, open source power tool for working with messy data and improving it
$ npx skills add OpenRefine/OpenRefineStatsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelscuDF - GPU DataFrame Library
$ npx skills add rapidsai/cudfWeFlow - 一个本地的微信聊天记录导出和年度报告应用
$ npx skills add hicccc77/WeFlowThe easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
$ npx skills add metabase/metabase🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
$ npx skills add dataease/dataeasematplotlib: plotting with Python
$ npx skills add matplotlib/matplotlibTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
$ npx skills add K-Dense-AI/scientific-agent-skillsHow to choose
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 Advanced Machine Learning Engineer Roadmap 2024 if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.