Bad channels marked in original data:

None

General
Filename(s) sub-0002_ses-01_task-rest_run-01_meg.meg4
MNE object type RawCTF
Measurement date 1910-10-14 at 12:33:00 UTC
Participant sub-0002
Experimenter mne_anonymize
Acquisition
Duration 00:01:41 (HH:MM:SS)
Sampling frequency 2400.00 Hz
Time points 240,001
Channels
Magnetometers
EOG
ECG
misc
Reference Magnetometers
Head & sensor digitization 6 points
Filters
Highpass 0.00 Hz
Lowpass 1200.00 Hz
PSD
General
Filename(s) sub-0002_ses-01_task-rest_run-01_meg.meg4
MNE object type RawCTF
Measurement date 1910-10-14 at 12:33:00 UTC
Participant sub-0002
Experimenter mne_anonymize
Acquisition
Duration 00:01:41 (HH:MM:SS)
Sampling frequency 2400.00 Hz
Time points 240,001
Channels
Magnetometers
EOG
ECG
misc
Reference Magnetometers
Head & sensor digitization 6 points
Filters
Highpass 1.00 Hz
Lowpass 40.00 Hz
PSD
SSP: ECG
Computed using 134 epochs (from 135 original events)
SSP: EOG
Computed using 18 epochs (from 18 original events)
General
MNE object type Epochs
Measurement date 1910-10-14 at 12:33:00 UTC
Participant sub-0002
Experimenter mne_anonymize
Acquisition
Total number of events 9
Events counts rest: 9
Time range 0.000 – 0.500 s
Baseline off
Sampling frequency 2400.00 Hz
Time points 1,201
Metadata No metadata set
Channels
Magnetometers
EOG
ECG
misc
Reference Magnetometers
Head & sensor digitization 6 points
Filters
Highpass 1.00 Hz
Lowpass 40.00 Hz
No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 9 epochs (4.5 s).
General
Filename(s) sub-0002_ses-01_task-rest_run-01_proc-filt_raw.fif
MNE object type Raw
Measurement date 1910-10-14 at 12:33:00 UTC
Participant sub-0002
Experimenter mne_anonymize
Acquisition
Duration 00:01:41 (HH:MM:SS)
Sampling frequency 2400.00 Hz
Time points 240,001
Channels
Magnetometers
EOG
ECG
misc
Reference Magnetometers
Head & sensor digitization 6 points
Filters
Highpass 1.00 Hz
Lowpass 40.00 Hz
Projections axial-ECG--0.500-0.500)-PCA-01 (off)
axial-EOG--0.500-0.500)-PCA-01 (off)
PSD
{}
General
Filename(s) sub-0002_ses-01_task-rest_proc-ssp_epo.fif
MNE object type EpochsFIF
Measurement date 1910-10-14 at 12:33:00 UTC
Participant sub-0002
Experimenter mne_anonymize
Acquisition
Total number of events 9
Events counts rest: 9
Time range 0.000 – 0.500 s
Baseline off
Sampling frequency 2400.00 Hz
Time points 1,201
Metadata No metadata set
Channels
Magnetometers
EOG
ECG
misc
Reference Magnetometers
Head & sensor digitization 6 points
Filters
Highpass 1.00 Hz
Lowpass 40.00 Hz
Projections axial-ECG--0.500-0.500)-PCA-01 (on)
axial-EOG--0.500-0.500)-PCA-01 (on)
No epochs exceeded the rejection thresholds. Nothing was dropped.
PSD
PSD calculated from 9 epochs (4.5 s).
TFR Power: rest
TFR Power: rest
TFR ITC: rest
TFR Inter-Trial Coherence: rest
{'mag': 268}
Covariance matrix
Singular values
  """ds000247: OMEGA Resting State.

See [OpenNeuro](https://openneuro.org/datasets/ds000247) for more information.
"""

import numpy as np

bids_root = "~/mne_data/ds000247"
deriv_root = "~/mne_data/derivatives/mne-bids-pipeline/ds000247"

ignore_warnings = [
    'No BIDS -> MNE mapping found for channel type "SYSCLOCK"',
    r"Unable to map the following column\(s\)",  # dominant_hand
]
subjects = ["0002"]
sessions = ["01"]
task = "rest"
task_is_rest = True

crop_runs = (0, 100)  # to speed up computations

ch_types = ["meg"]
spatial_filter = "ssp"

l_freq = 1.0
h_freq = 40.0

rest_epochs_duration = 10
rest_epochs_overlap = 0

epochs_tmin = 0
baseline = None

time_frequency_conditions = ["rest"]
time_frequency_freq_min = 1.0
time_frequency_freq_max = 30.0
time_frequency_cycles = np.arange(time_frequency_freq_min, time_frequency_freq_max) / 4
time_frequency_subtract_evoked = True

  Platform             Linux-6.8.0-1053-aws-x86_64-with-glibc2.39
Python               3.14.5 (main, May 12 2026, 13:13:59) [GCC 13.3.0]
Executable           /home/circleci/.pyenv/versions/3.14.5/bin/python3.14
CPU                  Intel(R) Xeon(R) Platinum 8124M CPU @ 3.00GHz (36 cores)
Memory               4.0 GiB

Core
├☑ mne               1.13.0.dev54+g692eccee2 (development, latest release is 1.12.1)
├☑ numpy             2.4.4 (OpenBLAS 0.3.31.188.0 with 2 threads)
├☑ scipy             1.17.1
└☑ matplotlib        3.10.9 (backend=agg)

Numerical (optional)
├☑ sklearn           1.8.0
├☑ numba             0.65.1
├☑ nibabel           5.4.2
├☑ pandas            3.0.3
├☑ h5io              0.2.5
├☑ h5py              3.16.0
└☐ unavailable       nilearn, dipy, openmeeg, cupy

Visualization (optional)
├☑ pyvista           0.48.2 (OpenGL 4.5 (Core Profile) Mesa 25.2.8-0ubuntu0.24.04.1 via llvmpipe (LLVM 20.1.2, 256 bits))
├☑ pyvistaqt         0.11.4
├☑ vtk               9.6.1
├☑ qtpy              2.4.3 (PySide6=6.11.1)
└☐ unavailable       ipympl, pyqtgraph, mne-qt-browser, ipywidgets, trame_client, trame_server, trame_pyvista, trame_vtk, trame_vuetify

Ecosystem (optional)
├☑ mne-bids          0.19.0.dev68+gf25498449
├☑ mne-icalabel      0.8.1
├☑ mne-bids-pipeline 1.11.0.dev23+gb5c8b98b1
├☑ eeglabio          0.1.3
├☑ edfio             0.4.13
├☑ curryreader       0.1.2
├☑ pybv              0.7.6
├☑ defusedxml        0.7.1
└☐ unavailable       mne-nirs, mne-features, mne-connectivity, neo, mffpy, pymef, antio