Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
common data analysis and machine learning tasks using python
Flexible 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-learnA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learn10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitPython Data. Leaflet.js Maps.
$ npx skills add python-visualization/foliumBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradio🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexAKShare 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/akshareOfficial repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
$ npx skills add ipython/ipythonSQL databases in Python, designed for simplicity, compatibility, and robustness.
$ npx skills add fastapi/sqlmodelmatplotlib: plotting with Python
$ npx skills add matplotlib/matplotlib1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
$ npx skills add Data-Centric-AI-Community/fg-data-profiling100 numpy exercises (with solutions)
$ npx skills add rougier/numpy-100Statsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelsThe Database Toolkit for Python
$ npx skills add sqlalchemy/sqlalchemyHow 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 DataSciencePython 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.
Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
common data analysis and machine learning tasks using python
Flexible 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-learnA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learn10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersStreamlit — A faster way to build and share data apps.
$ npx skills add streamlit/streamlitPython Data. Leaflet.js Maps.
$ npx skills add python-visualization/foliumBuild and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
$ npx skills add gradio-app/gradio🕸️ Web apps in pure Python 🐍
$ npx skills add reflex-dev/reflexAKShare 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/akshareOfficial repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
$ npx skills add ipython/ipythonSQL databases in Python, designed for simplicity, compatibility, and robustness.
$ npx skills add fastapi/sqlmodelmatplotlib: plotting with Python
$ npx skills add matplotlib/matplotlib1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
$ npx skills add Data-Centric-AI-Community/fg-data-profiling100 numpy exercises (with solutions)
$ npx skills add rougier/numpy-100Statsmodels: statistical modeling and econometrics in Python
$ npx skills add statsmodels/statsmodelsThe Database Toolkit for Python
$ npx skills add sqlalchemy/sqlalchemyHow 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 DataSciencePython 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.