atlas/_pkgdown.yml at main · mattyoreilly/atlas · GitHub

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url: https://mattyoreilly.github.io/Atlas/

template:
  bootstrap: 5

home:
  title: atlas - automated model building with LLM agents
  description: >
    Give an LLM agent a data frame and a target. It explores the data,
    proposes a plan for your approval, then writes and runs R code to fit,
    compare, and refine candidate models - with enforced constraints,
    persistent sessions, and a complete code trail.

navbar:
  structure:
    left: [intro, reference, articles, news]
    right: [search, github]
  components:
    articles:
      text: Articles
      menu:
      - text: Domain knowledge and constraints
        href: articles/constraints.html
      - text: Persistent sessions
        href: articles/sessions.html
      - text: Unattended runs
        href: articles/autonomous.html

reference:
- title: Build models
  desc: >
    The main entry point, the session object behind it, and how to pick a
    run back up.
  contents:
  - atlas
  - atlas_session
  - atlas_resume
  - atlas_message

- title: Domain knowledge
  desc: >
    Hard requirements the models must satisfy - verified by atlas itself,
    not trusted to the agent.
  contents:
  - constraint
  - con_uses
  - con_monotone
  - extract_constraints

- title: Feature safety
  desc: Catching target leakage before it reaches a model.
  contents:
  - atlas_leakage_screen

- title: Point-and-click
  desc: The browser front-end for non-programmers.
  contents:
  - atlas_app