generated: '2026-07-19'
method: searched
source: https://noether-docs.emmi.ai/
name: Noether CLI
description: >-
  Command-line toolchain shipped with the emmiai-noether Python package for
  scaffolding projects and training, evaluating, and managing Engineering AI
  models via YAML configuration files. Supports local CPU/GPU/Apple Silicon and
  SLURM cluster / submitit job submission.
install:
- method: pypi
  command: pip install emmiai-noether
- method: uv
  command: uv pip add emmiai-noether
commands:
- name: noether-init
  group: project
  description: Scaffold a new Noether project from a template (project initialization).
- name: noether-train
  group: training
  description: Train an Engineering AI model from a YAML config or a DomainPreset; supports SLURM validation and launching.
- name: noether-inference
  group: inference
  description: Run evaluation / inference with a trained model checkpoint.
key_flows:
- Scaffold a project with noether-init, then train a preset model with noether-train.
- Validate and launch SLURM jobs from the CLI (submitit-based job submission).
- Run the AB-UPT showcase on DrivAerML via the preset-based CLI across CPU/GPU/Apple Silicon.
notes: >-
  CLI entry points confirmed across the docs navigation (main_train, main_inference
  CLI modules) and release notes (noether-init added in v2.0.0; development CLI and
  submitit job submission in v2026.4.0). The CLI binary is distributed inside the
  packages/ Python package.