# networks

> Aeon provides neural network architectures specifically designed for time series tasks. These networks serve as building blocks for classification, regress

- Source: https://doutorai.pt/en/components/skills__networks
- Type: Skills
- Category: Scientific
- Downloads: 0
- Site: Doutor AI (https://doutorai.pt/en) - AI tools for small businesses

An open-source community component, curated and adapted by Doutor AI.

## 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.

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

## Install (Claude Code)

```bash
mkdir -p .claude/skills/networks && curl -fsSL https://doutorai.pt/data/lib/skills__networks.md -o .claude/skills/networks/SKILL.md
```

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

## Content

```
# Deep Learning Networks

Aeon provides neural network architectures specifically designed for time series tasks. These networks serve as building blocks for classification, regression, clustering, and forecasting.

## Core Network Architectures

### Convolutional Networks

**FCNNetwork** - Fully Convolutional Network
- Three convolutional blocks with batch normalization
- Global average pooling for dimensionality reduction
- **Use when**: Need simple yet effective CNN baseline

**ResNetNetwork** - Residual Network
- Residual blocks with skip connections
- Prevents vanishing gradients in deep 

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

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## Save hours every week with AI, no hassle

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Content by Doutor AI (https://doutorai.pt/en). When quoting, please cite the source: https://doutorai.pt/en/components/skills__networks