Transfermarkt API alternatives for AI agents.

⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.

Production-grade Rust-native trading engine with deterministic event-driven architecture

Open football event data for match analysis, xG research, scouting, and World Cup-style dashboards.

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

scikit-learn: machine learning in Python

Streamlit — A faster way to build and share data apps.

Football pitch plotting and soccer analytics visuals for match reports and dashboards.

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newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:

SQL databases in Python, designed for simplicity, compatibility, and robustness.

matplotlib: plotting with Python

A Smart, Automatic, Fast and Lightweight Web Scraper for Python

10 Weeks, 20 Lessons, Data Science for All!

WebGL2 powered visualization framework

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.