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deep-learning-bookby Alireza RezvaniResearchGitHub stars: 27.2k

Deep Learning Book plugin: what it installs and how to add it

Adds a navigable study companion for Goodfellow's Deep Learning book, with chapter guidance and practical diagnostic tools.

From the Marketplace: claude-code-skills marketplace

Install

> /plugin marketplace add alirezarezvani/claude-skills> /plugin install deep-learning-book@claude-code-skills

Run both lines inside Claude Code: the first adds the marketplace, the second installs the plugin.

What is inside

  • 1skill
  • 3commands
  • 1agent

About this plugin

The plugin provides original study notes for all 20 chapters of Goodfellow, Bengio and Courville's Deep Learning textbook, plus a glossary, patterns, cheatsheet and prerequisite map. Each chapter notes what has changed since 2016, including developments such as transformers, AdamW, diffusion and self-supervised learning.

Use it when studying or teaching the book, planning a route through its topics, or checking whether an older recommendation remains current. Four standard-library tools plan reading paths, diagnose training issues, assess model capacity and calculate parameters, FLOPs and activation memory. It does not reproduce the copyrighted textbook.

What's inside

  • 1 skill: deep-learning-book
  • 3 commands: cs-deep-learning, cs-dl-diagnose and cs-dl-reading-path
  • 1 agent: cs-deep-learning-tutor

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