datasets_benchmarking

Aeon provides comprehensive tools for loading datasets and benchmarking time series algorithms.

Skills
Scientific
0

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/datasets-benchmarking && curl -fsSL https://doutorai.pt/data/lib/skills__datasets-benchmarking.md -o .claude/skills/datasets-benchmarking/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Datasets and Benchmarking

Aeon provides comprehensive tools for loading datasets and benchmarking time series algorithms.

## Dataset Loading

### Task-Specific Loaders

**Classification Datasets**:
```python
from aeon.datasets import load_classification

# Load train/test split
X_train, y_train = load_classification("GunPoint", split="train")
X_test, y_test = load_classification("GunPoint", split="test")

# Load entire dataset
X, y = load_classification("GunPoint")
```

**Regression Datasets**:
```python
from aeon.datasets import load_regression

X_train, y_train = load_regression("Covid3M

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