Feature Guides

Guides for diagnostics, missingness, many-class, shift, steering, noise, and benchmark guardrails.

Feature-specific guides for the main generation-control families:

Coverage summaries and diagnostics artifacts for generated corpora.

Observational defaults, hard-intervention workflows, and intervention artifact guardrails.

Controlled injection of missing values into generated datasets.

Multi-class target generation with configurable class counts.

Distribution-shift controls for graph, mechanism, and noise.

Preset-driven steering workflows and diagnostics outputs.

Noise family selection, mixture modes, and per-dataset resolution.

Named harder-generation profiles for robustness and anti-memorization tests.

Automated quality checks for benchmark suite runs.

Mechanism-family controls, presets, and diagnostics checks.