Package index • atlas

Build models

The main entry point, the session object behind it, and how to pick a run back up.

atlas(): Build models automatically with an LLM agent
atlas_session: A persistent, resumable model-building session
atlas_resume(): Resume a session from its run directory
atlas_message(): Send a message to a running atlas session

Domain knowledge

Hard requirements the models must satisfy - verified by atlas itself, not trusted to the agent.

constraint(): Define a hard constraint on the models Atlas builds
con_uses(): Constraint: the model must use a given variable
con_monotone(): Constraint: predictions must be monotonic in a variable
extract_constraints(): Extract constraints from a natural-language brief

Feature safety

Catching target leakage before it reaches a model.

atlas_leakage_screen(): Screen predictors for possible target leakage

Point-and-click

The browser front-end for non-programmers.

atlas_app(): Launch the Atlas point-and-click app