regression

Aeon provides time series regressors across 9 categories for predicting continuous values from temporal sequences.

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/regression && curl -fsSL https://doutorai.pt/data/lib/skills__regression.md -o .claude/skills/regression/SKILL.md

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

Content

# Time Series Regression

Aeon provides time series regressors across 9 categories for predicting continuous values from temporal sequences.

## Convolution-Based Regressors

Apply convolutional kernels for feature extraction:

- `HydraRegressor` - Multi-resolution dilated convolutions
- `RocketRegressor` - Random convolutional kernels
- `MiniRocketRegressor` - Simplified ROCKET for speed
- `MultiRocketRegressor` - Combined ROCKET variants
- `MultiRocketHydraRegressor` - Merges ROCKET and Hydra approaches

**Use when**: Need fast regression with strong baseline performance.

## Deep Learning R

- 🔒 Full content on the Pro plan (€7.99/month) -

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