networks
Aeon provides neural network architectures specifically designed for time series tasks. These networks serve as building blocks for classification, regression, clustering, and forecasting.
- 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/networks && curl -fsSL https://doutorai.pt/data/lib/skills__networks.md -o .claude/skills/networks/SKILL.mdPaste 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) -Need help with Claude Code?
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