#1
Streamlit โ A faster way to build and share data apps.
45K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlitAlternatives
Fg Data Profiling alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Fg Data Profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
100
Quality
100
Trust
14K
Stars
#2
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
43K starsJun 10, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio#3
A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural network models for scientific analysis tasks (imputation, classification, clustering, forecasting, anomaly detection, cleaning) on incomplete industrial irregularly-sampled multivariate TS with NaN missing values
2.0K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add WenjieDu/PyPOTS#4
Roadmap to becoming an Artificial Intelligence Expert in 2022
31K starsSep 12, 2025 pushdata-analysisJavaScriptData Analysis
$ npx skills add AMAI-GmbH/AI-Expert-Roadmap#5
scikit-learn: machine learning in Python
66K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn/scikit-learn#6
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 6, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#7
๐ธ๏ธ Web apps in pure Python ๐
28K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#8
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
6.6K starsJun 7, 2026 pushdata-analysisRustData Analysis
$ npx skills add lance-format/lance#9
AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
20K starsMay 27, 2026 pushdata-analysisPythonData Analysis
$ npx skills add akfamily/akshare#10
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
16K starsApr 4, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Kanaries/pygwalker#11
Statsmodels: statistical modeling and econometrics in Python
11K starsJun 9, 2026 pushdata-analysisPythonData Analysis
$ npx skills add statsmodels/statsmodels#12
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
2.9K starsJun 7, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add deepnote/deepnote#13
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
7.1K starsApr 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn#14
Data processing for and with foundation models! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ท
6.5K starsJun 5, 2026 pushdata-analysisPythonData Analysis
$ npx skills add datajuicer/data-juicer#15
Open Machine Learning Course
11K starsMar 1, 2026 pushdata-analysisPythonData Analysis
$ npx skills add Yorko/mlcourse.ai#16
WebApps in pure Python. No JavaScript, HTML and CSS needed
3.4K starsJun 3, 2026 pushdata-analysisPythonData Analysis
$ npx skills add rio-labs/rioHow 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 Fg Data Profiling 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.