Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
visual data prep powered by python
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
$ npx skills add apache/hamiltonVisualizer for pandas data structures
$ npx skills add man-group/dtaleDanfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
$ npx skills add javascriptdata/danfojsMachine learning with dataframes
$ npx skills add skrub-data/skrubFlexible 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/pandasResponsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
$ npx skills add microsoft/responsible-ai-toolbox10 Weeks, 20 Lessons, Data Science for All!
$ npx skills add microsoft/Data-Science-For-BeginnersStreamlit โ A faster way to build and share data apps.
$ npx skills add streamlit/streamlit๐ธ๏ธ Web apps in pure Python ๐
$ npx skills add reflex-dev/reflexAKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
$ npx skills add akfamily/akshare๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
$ npx skills add lukasmasuch/best-of-ml-pythonOpenRefine 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/statsmodelsA Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
$ npx skills add scikit-learn-contrib/imbalanced-learnDynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
$ npx skills add flyteorg/flyteData processing for and with foundation models! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ท
$ npx skills add datajuicer/data-juicerHow 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 Amphi Etl 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.