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NVIDIA-AI-BlueprintsNVIDIA-AI-BlueprintsOfficial·1 Agent Skills Included

cuFOLIO

GPU-accelerated portfolio optimization, backtesting, and rebalancing

Builds and optimizes stock portfolios using Mean-CVaR and Mean-Variance models on NVIDIA GPUs. Eliminates slow CPU solvers by running cuOpt optimization up to 160x faster with GPU scenario generation. Generates efficient frontiers, backtests allocations against benchmarks, and automates scheduled portfolio rebalancing.
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npx skills add NVIDIA-AI-Blueprints/cuFOLIO --all -g -y
Available:

Directs your AI agent to the portfolio-optimization skill, enforces GPU-only cuOpt solving, and defines when the skill should and should not be used.

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cufolio

Optimize stock portfolios with GPU-accelerated Mean-CVaR and Mean-Variance workflows.

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Frequently Asked Questions

FAQPage Schema
How to install cuFOLIO?▼

Run `npx skills add NVIDIA-AI-Blueprints/cuFOLIO --all -g -y` in your terminal to install the portfolio optimization skill globally.

What does cuFOLIO do?▼

It builds optimal stock portfolios using Mean-CVaR and Mean-Variance models, plots efficient frontiers, backtests strategies, and rebalances holdings on NVIDIA GPUs.

Do I need an NVIDIA GPU to use cuFOLIO?▼

Yes. The skill requires an NVIDIA GPU with cuOpt and cuML installed, and it intentionally never falls back to slower CPU solvers.

How much faster is GPU portfolio optimization?▼

cuOpt solves large portfolio problems up to 160x faster than CPU solvers, and GPU scenario generation runs up to 100x faster.

Can I use my own stock price data?▼

Yes. Supply a date-indexed CSV with ticker price columns, or let the skill download the default S&P 500 dataset after your confirmation.

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