#1
Production-grade Rust-native trading engine with deterministic event-driven architecture
23K starsJun 14, 2026 pushsports-analyticsRustSports Analytics
$ npx skills add nautechsystems/nautilus_traderAlternatives
Penaltyblog alternatives for AI agents.
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Penaltyblog
โฝ High-performance football analytics: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by www.pena.lt/y ๐
77
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79
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188
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#2
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 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#3
Build and share delightful machine learning apps, all in Python. ๐ Star to support our work!
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$ npx skills add gradio-app/gradio#4
scikit-learn: machine learning in Python
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$ npx skills add scikit-learn/scikit-learn#5
Streamlit โ A faster way to build and share data apps.
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$ npx skills add streamlit/streamlit#6
๐ซ Industrial-strength Natural Language Processing (NLP) in Python
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$ npx skills add explosion/spaCy#7
๐ธ๏ธ Web apps in pure Python ๐
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$ npx skills add reflex-dev/reflex#8
AKShare is an elegant and simple financial data interface library for Python, built for human beings! ๅผๆบ่ดข็ปๆฐๆฎๆฅๅฃๅบ
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$ npx skills add akfamily/akshare#9
An orchestration platform for the development, production, and observation of data assets.
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$ npx skills add dagster-io/dagster#10
matplotlib: plotting with Python
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$ npx skills add matplotlib/matplotlib#11
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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$ npx skills add Data-Centric-AI-Community/fg-data-profiling#12
Statsmodels: statistical modeling and econometrics in Python
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$ npx skills add statsmodels/statsmodels#13
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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$ npx skills add scikit-learn-contrib/imbalanced-learn#14
Python Data. Leaflet.js Maps.
7.4K starsJun 15, 2026 pushdata-analysisPythonData Visualization
$ npx skills add python-visualization/folium#15
Open football event data for match analysis, xG research, scouting, and World Cup-style dashboards.
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$ npx skills add statsbomb/open-data#16
10 Weeks, 20 Lessons, Data Science for All!
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$ npx skills add microsoft/Data-Science-For-BeginnersHow 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 Penaltyblog if it already passes your workflow test and repository review.
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