deepbox-agent-guide

What problem does it solve?

This Skill provides guidance and information to aid in the development of Deepbox-based applications, ensuring that developers understand how to effectively utilize the Deepbox framework.

Core Features & Use Cases

• Module Selection: Offers a detailed description of each Deepbox module, its purpose, and common use cases.
• Import Rules: Specifies preferred and valid import patterns for using Deepbox modules.
• Website-First Discovery Workflow: Outlines a process for finding current Deepbox features and API usage from the website.
• Module Chooser: A table summarizing the purpose and common exports of each Deepbox module.
• Page Map: A mapping of website pages and local source files to verify exported APIs.
• Core Mental Model: Provides an understanding of key concepts like tensors, classical ML, neural networks, plotting, and DataFrames.
• Core Types: Lists essential types and concepts that developers should be aware of.
• Error Hierarchy: Details the error types that developers should expect when using Deepbox.
• Public API Inventory: A comprehensive list of all exported functions and their corresponding modules.
• Examples and Projects Lookup: Directs developers to real-world examples and projects for learning usage patterns.
• Common Recipes: Provides simple code examples for common tasks like tensor operations, classical ML, neural network training, and plotting.

Quick Start

Run npm install deepbox to install the Deepbox package and refer to the Deepbox website for comprehensive documentation and examples.