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arize-experiment

Official

Manage Arize experiments with ease.

Software Engineering#mlops#llm evaluation#data analysis#a/b testing#experiment management#arize
AuthorArize-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill streamlines the creation, execution, and analysis of machine learning experiments within the Arize platform, simplifying complex A/B testing and model evaluation workflows.

Core Features & Use Cases

  • Experiment Management: Create, list, get, and delete experiments.
  • Data Export/Import: Export experiment runs for analysis or import runs to create new experiments.
  • Workflow Automation: Automate the process of running experiments against datasets and comparing results.
  • Use Case: After deploying a new version of your LLM, use this skill to create an experiment comparing its performance against the previous version on a benchmark dataset, then analyze the results to identify regressions.

Quick Start

Use the arize-experiment skill to list all available experiments.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: arize-experiment
Download link: https://github.com/Arize-ai/arize-skills/archive/main.zip#arize-experiment

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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