numerai/example-scripts resource

Health v2 · maintenance only

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1176 stars · 313 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Official starter scripts and tutorial notebooks for the Numerai data science tournament, where participants build machine learning models on obfuscated hedge-fund-grade stock market data. It includes example models (e.g., XGBoost), feature neutralization and target ensembling notebooks, model upload examples, and MCP-based agent tooling for AI-driven experimentation.

Use cases

• get started with the numerai tournament
• build a model to predict stock market targets
• learn feature neutralization for quant models
• create an ensemble trained on multiple targets
• upload predictions to numerai
• use AI agents with numerai via MCP
• explore the numerai dataset in a notebook

When to choose

• you are new to Numerai and want official onboarding examples
• you want working Python/R baselines for the tournament data
• you want to wire AI coding agents into Numerai workflows via MCP

When to avoid

• you need a production trading system or backtesting framework
• you want reusable financial models outside the Numerai tournament (data is obfuscated and tournament-only)
• you need a general-purpose ML library rather than tournament examples

Facets

learning-resource · maturity active

machine-learning data-science sdk mcp developer-tools machine-learning data-science fintech tutorials python cross-platform cli numerai quant-finance jupyter-notebooks tournament example-scripts stock-market-prediction xgboost numerapi cryptocurrency

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markdown · JSON · MCP: product_card(name="numerai/example-scripts")