devtools

Evaluate AI with home-assistant-datasets

Name: Evaluate AI with home-assistant-datasets
Author: allenporter

Get datasets for evaluating AI models in Home Assistant.

248 stars17 forksJupyter NotebookGuide quality 8/10Updated 9/1/2026100% free · open source

What it does

Home Assistant datasets provides a collection of datasets for evaluating AI models in the context of Home Assistant, allowing founders to test and improve their smart home integrations.

When to use it

•When building a smart home integration that requires machine learning models
•When evaluating the performance of AI models in a Home Assistant environment
•When needing datasets to train and test AI models for home automation tasks

Ready-to-paste prompt

from home_assistant_datasets import load_dataset; dataset = load_dataset('temperature')

Heads up: Make sure to have the necessary dependencies installed, including Jupyter Notebook and the `home-assistant-datasets` package, and be aware that some datasets may require additional setup or preprocessing before use

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/home-assistant-datasets && curl -fsSL https://workflowstacks.com/api/skills/home-assistant-datasets/claude-skill -o ~/.claude/skills/home-assistant-datasets/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/home-assistant-datasets && curl -fsSL https://workflowstacks.com/api/skills/home-assistant-datasets/claude-skill -o ~/.claude/skills/home-assistant-datasets/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

allenporter

Language

Jupyter Notebook