# Gaussian Processes

> Gaussian processes, kernel methods, and Bayesian nonparametrics

- Skill: `neuralblitz/gaussian-processes` (Agent Skill)
- Install (CLI): `npx skillmds@latest add neuralblitz/gaussian-processes`
- Raw SKILL.md: https://api.skillmd.com/api/skills/neuralblitz/gaussian-processes/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- License: MIT
- Author: NeuralBlitz (https://skillmd.com/u/neuralblitz)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/neuralblitz/gaussian-processes

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## What I do
- Build Gaussian process models
- Work with kernel methods
- Apply Bayesian nonparametrics
- Perform uncertainty quantification

## When to use me
When working with Gaussian processes or kernel-based methods.

## Key Concepts
- Gaussian processes
- Kernel functions
- Kernel ridge regression
- Bayesian optimization
- Covariance functions
- Hyperparameter optimization
- Sparse GPs