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Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
17K starsJun 15, 2026 pushdata-analysisPythonNotebook
$ npx skills add ipython/ipythonAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Ways of doing Data Science Engineering and Machine Learning in R and Python
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
$ npx skills add ipython/ipythonJupyter Interactive Notebook
$ npx skills add jupyter/notebookStreamlit โ A faster way to build and share data apps.
$ npx skills add streamlit/streamlit10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersReady-to-run Docker images containing Jupyter applications
$ npx skills add jupyter/docker-stacksFlexible 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/pandasscikit-learn: machine learning in Python
$ npx skills add scikit-learn/scikit-learnAn Open Source implementation of Notebook LM with more flexibility and features
$ npx skills add lfnovo/open-notebookBuild and share delightful machine learning apps, all in Python. ๐ Star to support our work!
$ npx skills add gradio-app/gradioApache Spark - A unified analytics engine for large-scale data processing
$ npx skills add apache/sparkAKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
$ npx skills add akfamily/akshare$ npx skills add apache/flink๐ธ๏ธ Web apps in pure Python ๐
$ npx skills add reflex-dev/reflex๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonSQL databases in Python, designed for simplicity, compatibility, and robustness.
$ npx skills add fastapi/sqlmodelmatplotlib: plotting with Python
$ npx skills add matplotlib/matplotlibHow 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 Data Science Your Way 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.