from xcp_d.workflows.postprocessing import init_prepare_confounds_wf

wf = init_prepare_confounds_wf(
    output_dir=".",
    TR=0.8,
    params="27P",
    dummy_scans="auto",
    random_seed=None,
    exact_scans=[],
    motion_filter_type="notch",
    band_stop_min=12,
    band_stop_max=20,
    motion_filter_order=4,
    head_radius=70,
    fd_thresh=0.3,
    custom_confounds_file=None,
    mem_gb=0.1,
    omp_nthreads=1,
    name="prepare_confounds_wf",
)