Do I need specific dependencies installed?

Yes, you must have the neural-network-builder plugin and relevant machine learning dependencies installed in your Claude Code environment to execute the build commands.

What neural network architectures are supported?

The skill supports a wide range of architectures including Convolutional Neural Networks (CNN) for images, Recurrent Neural Networks (RNN) and LSTM for sequences, and Transformer layers for advanced NLP tasks.

Can I use this skill to optimize existing models?

Yes, you can use the skill to modify an existing network's layers, update training parameters, or implement regularization techniques to prevent overfitting.

How does the skill interact with my code?

It generates configurations and executes the build-nn command via the neural-network-builder plugin to construct the network architecture directly in your environment.

Neural Network Builder

Name: Neural Network Builder
Author: Brmbobo

byBrmbobo

0•

Data Science & ML

Constructs and configures custom neural network architectures automatically using integrated machine learning build tools.

The Neural Network Builder skill empowers Claude to design, implement, and refine sophisticated neural network models tailored to specific data tasks. By leveraging the neural-network-builder plugin, it automates the complex process of defining architectures, configuring layer types like CNNs or Transformers, and setting optimal training parameters. This skill is ideal for developers and data scientists looking to accelerate their machine learning workflow by generating production-ready model configurations through natural language requirements.

Key Features

01Seamless integration with the build-nn command execution

02Support for regularization techniques like dropout and L1/L2

03Smart configuration of activation functions and hyperparameters

04Dynamic modification of existing network layers and parameters

05Automated architecture generation for CNN, RNN, and Transformers

060 GitHub stars

Use Cases

01Building an LSTM-based recurrent network for natural language processing

02Designing a convolutional neural network for automated image classification

03Optimizing an existing neural network's training configuration for better performance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brmbobo/web2podcast building-neural-networks

For use in Claude.ai and ChatGPT

Download Skill