deep-learning-book plugin
Study companion for the Deep Learning textbook by Goodfellow, Bengio & Courville (MIT Press, 2016), free to read at deeplearningbook.org. Twenty chapter files, a glossary, patterns and a cheatsheet index the whole book, and a delta reference dates it against 2026 practice with per-claim confidence levels: double descent qualifying the U-curve, AdamW splitting weight decay from L2, transformers displacing Chapter 10's recurrence, diffusion growing out of Chapter 18's score matching. Four stdlib tools make it executable — a prerequisite-closed reading-path planner that refuses goals the book does not cover, a training diagnostic running Chapter 11's rules in priority order so a NaN is never reported as overfitting, a capacity planner that ranks 'shrink the model' last when overparameterized, and a parameter/FLOP/activation-memory calculator that refuses a stack whose shapes do not connect. A companion, not a compilation: the book is copyrighted, so nothing here reproduces its text.
How to install the deep-learning-book plugin
Run both commands inside Claude Code. The first adds the marketplace once; the second installs the plugin.
/plugin marketplace add alirezarezvani/claude-skills
/plugin install deep-learning-book@claude-code-skillsWhat's inside deep-learning-book
5 parts read from the plugin's own files.
Commands 3
Run as /deep-learning-book:name- /deep-learning-book:cs-deep-learning
No description in the file.
- /deep-learning-book:cs-dl-diagnose
No description in the file.
- /deep-learning-book:cs-dl-reading-path
No description in the file.
Agents 1
Call as @agent-deep-learning-book:name- @agent-deep-learning-book:cs-deep-learning-tutor
No description in the file.
Skills 1
Claude loads it when the task matches- deep-learning-book
No description in the file.
Using deep-learning-book in Claude Code
Type a command in a Claude Code session:
/deep-learning-book:cs-deep-learning
/deep-learning-book:cs-dl-diagnose
/deep-learning-book:cs-dl-reading-pathAsk for an agent by name:
@agent-deep-learning-book:cs-deep-learning-tutorSkills need no command. Claude reads them when your request matches what they describe.
Update, turn off or remove
- Update the plugin (shell)
- claude plugin update deep-learning-book@claude-code-skills
- Refresh the marketplace
- /plugin marketplace update claude-code-skills
- Turn it off for now
- /plugin disable deep-learning-book@claude-code-skills
- Remove it
- /plugin uninstall deep-learning-book@claude-code-skills
deep-learning-book plugin questions
How do I install the deep-learning-book plugin?
In Claude Code run /plugin marketplace add alirezarezvani/claude-skills, then /plugin install deep-learning-book@claude-code-skills.
What does the deep-learning-book plugin include?
deep-learning-book bundles 3 commands, 1 agent, 1 skill.
What commands does the deep-learning-book plugin add?
It adds /deep-learning-book:cs-deep-learning, /deep-learning-book:cs-dl-diagnose, /deep-learning-book:cs-dl-reading-path. Run them in Claude Code with the plugin prefix, for example /deep-learning-book:cs-deep-learning.
Which agents come with deep-learning-book?
cs-deep-learning-tutor. Call one with @agent-deep-learning-book:cs-deep-learning-tutor.
How do I update or remove the deep-learning-book plugin?
Update it with claude plugin update deep-learning-book@claude-code-skills in your shell, or from the Installed tab of /plugin. Remove it with /plugin uninstall deep-learning-book@claude-code-skills.