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interpolation
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# Install this skill:
npx skills add yonesuke/skills --skill "interpolation"
Install specific skill from multi-skill repository
# Description
Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
# SKILL.md
name: interpolation
description: Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
Interpolation Skill
Connect the dots. Choose SciPy for standard usage, JAX for gradient-based optimization.
Contents
- Examples
- Cubic Splines, PCHIP, Regular Grids.
- Reference
- Theoretical background on splines and grid methods.
Quick Decision Tree
- Standard/CPU? ->
SciPy(CubicSpline,RegularGridInterpolator). - Differentiable/GPU? ->
Interpax(interpax.interp1d). - Monotonicity Important? -> Use
PCHIP(SciPy) orcubic2(Interpax).
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# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Amp
Antigravity
Claude Code
Clawdbot
Codex
Cursor
Droid
Gemini CLI
GitHub Copilot
Goose
Kilo Code
Kiro CLI
OpenCode
Roo Code
Trae
Windsurf
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.