d2l.ai

Dive into Deep Learning

Interactive deep learning book with code, math, and discussions Implemented with PyTorch , NumPy/MXNet , JAX , and TensorFlow Adopted at 500 universities from 70 countries Star

Not agent-ready yet

Agent-readiness score out of 100

✓ Clear description of the site
○ Several pages described
✓ Actions agents can take
○ 3 or more actions
○ Publishes its own LAWP (/.well-known/lawp.json)
○ Actions agents can execute
○ Business details (address, hours, phone)

How to improve this score

Up to +70 points:

+15 · Several pages described
List your key pages (services, prices, about, contact) in the pages of your starter lawp.json, or link them from your homepage and sitemap.

+10 · 3 or more actions
Most businesses have at least three: contact, book or order, and view prices.

+15 · Publishes its own LAWP (/.well-known/lawp.json)
Publish your starter lawp.json at /.well-known/lawp.json. WordPress: install the Actuent plugin. Cloudflare: use the one-click Worker.

+15 · Actions agents can execute
Give an action an endpoint on your domain so agents can do it for the user, not just link to it. See LAWP Actions.

+15 · Business details (address, hours, phone)
Add schema.org business data to your homepage (the starter snippet). Google uses it too.

Starter lawp.json for d2l.ai

Made from what Actuent already knows. Edit it, then publish it at https://d2l.ai/.well-known/lawp.json. Check it with the LAWP Checker, or edit it in the LAWP Generator.

{
  "lawp_version": "0.3",
  "domain": "d2l.ai",
  "name": "Dive into Deep Learning",
  "language": "en",
  "pages": {
    "/": {
      "title": "Dive into Deep Learning — Dive into Deep Learning 1.0.3 documentation",
      "content": "Interactive deep learning book with code, math, and discussions Implemented with PyTorch , NumPy/MXNet , JAX , and TensorFlow Adopted at 500 universities from 70 countries Star"
    }
  },
  "actions": [
    {
      "id": "search",
      "name": "Search the site",
      "input": {
        "type": "text",
        "required": true
      },
      "intent": [
        "search",
        "find",
        "look up"
      ],
      "description": "Search Dive into Deep Learning"
    },
    {
      "id": "contact",
      "name": "Contact",
      "description": "Send a message to Dive into Deep Learning",
      "intent": [
        "contact",
        "message",
        "email",
        "get in touch"
      ],
      "input": {
        "type": "object",
        "required": true,
        "fields": [
          {
            "name": "name",
            "type": "string",
            "required": true
          },
          {
            "name": "email",
            "type": "email",
            "required": true
          },
          {
            "name": "message",
            "type": "string",
            "required": true
          }
        ]
      }
    }
  ]
}

Starter schema.org snippet

Replace the example values, then paste into your homepage's <head>.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Dive into Deep Learning",
  "url": "https://d2l.ai",
  "telephone": "+00 0000 0000",
  "priceRange": "€€",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Street 1",
    "postalCode": "0000",
    "addressLocality": "City",
    "addressCountry": "DK"
  },
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "09:00",
      "closes": "17:00"
    }
  ]
}
</script>

What AI agents can do here

Search the site

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For AI agents

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GET https://api.actuent.ai/api/search?q=d2l.ai

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Last updated 26 Sep 2026

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