Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

clean the paths #8

Open
kalenkovich opened this issue Jul 27, 2021 · 1 comment
Open

clean the paths #8

kalenkovich opened this issue Jul 27, 2021 · 1 comment

Comments

@kalenkovich
Copy link
Owner

kalenkovich commented Jul 27, 2021

There are two places where paths make it hard to understand what is going on:

  1. Templates in Snakefile:

     ```python
     # Templates
     run_template = (openneuro_maxfiltered_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                     'sub-{subject_number}_ses-meg_task-facerecognition_run-{run_id}_proc-sss_meg.fif')
     events_template = (bids_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                     'sub-{subject_number}_ses-meg_task-facerecognition_run-{run_id}_events.tsv')
     filtered_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                          'sub-{subject_number}_ses-meg_task-facerecognition_run-{run_id}_filteredHighPass{l_freq}.fif')
     ica_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                     'sub-{subject_number}_ses-meg_task-facerecognition_filtered.fif')
     maxfilter_log_template = (openneuro_maxfiltered_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                               'sub-{subject_number}_ses-meg_task-facerecognition_run-{run_id}_proc-sss_log.txt')
     bad_channels_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                              'sub-{subject_number}_ses-meg_task-facerecognition_run-{run_id}_bads.fif')
     concatenated_raw_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                                  'sub-{subject_number}_ses-meg_task-facerecognition_proc-sss_megConcatenated.fif')
     concatenated_events_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                                     'sub-{subject_number}_ses-meg_task-facerecognition_proc-sss_eventsConcatenated.fif')
     epoched_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                              'sub-{subject_number}_ses-meg_task-facerecognition_epo.fif')
     ecg_epochs_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                            'sub-{subject_number}_ses-meg_task-facerecognition_ecgEpochs.fif')
     eog_epochs_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                            'sub-{subject_number}_ses-meg_task-facerecognition_eogEpochs.fif')
     artifact_components_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                            'sub-{subject_number}_ses-meg_task-facerecognition_artifactComponents.npz')
     epochs_cleaned_template = (preprocessing_dir / 'sub-{subject_number}' / 'ses-meg' / 'meg' /
                                'sub-{subject_number}_ses-meg_task-facerecognition_epoCleaned.fif')
     ```
    
  2. Snakemake output

    A piece of a sample output ```sh [Tue Jul 27 14:34:32 2021] rule clean_epochs: input: E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\0 1_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess ing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_epo.fif output: E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_epoCleaned.fif jobid: 672 wildcards: subject_number=16
     [Tue Jul 27 14:34:32 2021]
     localrule all:
         input: E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids
     \sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgeni
     i_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-01\ses-meg\meg\
     sub-01_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reprod
     ucing-reproducible\01_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-
     facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\0
     1_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-
     05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\
     bids\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-02_events.tsv, E:\Ev
     genii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-03\ses-meg\
     meg\sub-03_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\re
     producing-reproducible\01_reproduction\data\bids\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-04\ses-meg\meg\sub-04_ses-meg_t
     ask-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducib
     le\01_reproduction\data\bids\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_
     run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\d
     ata\bids\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-01_events.tsv, E
     :\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-
     meg\meg\sub-05_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovic
     h\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-05\ses-meg\meg\sub-05_ses-m
     eg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognit
     ion_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproducti
     on\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-06_events.ts
     v, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\
     ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenk
     ovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\ses-meg\meg\sub-07_s
     es-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-re
     producible\01_reproduction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facereco
     gnition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprod
     uction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-05_event
     s.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub
     -09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Ka
     lenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-09\ses-meg\meg\sub-
     09_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducin
     g-reproducible\01_reproduction\data\bids\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-10\ses-meg\meg\sub-10_ses-meg_task-face
     recognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_re
     production\data\bids\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-04_e
     vents.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids
     \sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgeni
     i_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\
     sub-11_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reprod
     ucing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-11\ses-meg\meg\sub-11_ses-meg_task-
     facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\0
     1_reproduction\data\bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-
     03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\
     bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-06_events.tsv, E:\Ev
     genii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\
     meg\sub-13_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\re
     producing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\meg\sub-13_ses-meg_t
     ask-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducib
     le\01_reproduction\data\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_
     run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\d
     ata\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-05_events.tsv, E
     :\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-15\ses-
     meg\meg\sub-15_ses-meg_task-facerecognition_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovic
     h\reproducing-reproducible\01_reproduction\data\bids\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-15\ses-meg\meg\sub-15_ses-m
     eg_task-facerecognition_run-04_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognit
     ion_run-01_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-02_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproducti
     on\data\bids\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-03_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-04_events.ts
     v, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-05_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\sub-16\
     ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-06_events.tsv, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-01_
     filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenko
     vich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduc
     tion\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\
     sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-fa
     cerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fi
     f, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivati
     ves\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-
     01_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-06_fi
     lteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovi
     ch\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\
     data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\su
     b-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerec
     ognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:
     \Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproduc
     ible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\0
     1_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02
     _ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-06_filtere
     dHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\re
     producing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\da
     ta\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\
     ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecog
     nition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\E
     vgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\
     01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_
     preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-
     meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-05_filteredH
     ighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\repr
     oducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bi
     ds\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\se
     s-meg\meg\sub-04_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognitio
     n_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgeni
     i_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01
     _reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_prepr
     ocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-me
     g_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-05_filteredHighPa
     ssNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproduci
     ng-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids
     \derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg
     \meg\sub-05_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_
     run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_
     Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_repr
     oduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preproc
     essing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_tas
     k-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-04_filteredHighPass
     1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing
     -reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\deri
     vatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\m
     eg\sub-05_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-0
     1_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalen
     kovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprod
     uction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessin
     g\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-
     facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-04_filteredHighPassNone.
     fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-repr
     oducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\deriva
     tives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\su
     b-06_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-06_
     filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenko
     vich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproductio
     n\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\
     sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facer
     ecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif,
     E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives
     \01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-
     07_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-06_filte
     redHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\
     reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\
     data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-0
     8\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerec
     ognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:
     \Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducibl
     e\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\0
     1_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_se
     s-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-05_filtere
     dHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\re
     producing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\
     bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\
     ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognit
     ion_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evge
     nii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\
     01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_pre
     processing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-
     meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-05_filteredHigh
     PassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reprodu
     cing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bi
     ds\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-m
     eg\meg\sub-10_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognitio
     n_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgeni
     i_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_re
     production\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_prepr
     ocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_t
     ask-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-04_filteredHighPa
     ss1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproduci
     ng-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\de
     rivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg
     \meg\sub-10_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run
     -01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kal
     enkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_repr
     oduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_tas
     k-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-04_filteredHighPassNon
     e.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-re
     producible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\deri
     vatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\
     sub-11_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-0
     6_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalen
     kovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduct
     ion\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessin
     g\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-fac
     erecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif
     , E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-repr
     oducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivativ
     es\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\su
     b-12_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-06_fil
     teredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovic
     h\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproductio
     n\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub
     -13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facer
     ecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif,
     E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproduci
     ble\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives
     \01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_
     ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-05_filte
     redHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\
     reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\dat
     a\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-1
     4\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecogn
     ition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Ev
     genii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducibl
     e\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_p
     reprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_se
     s-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-05_filteredHi
     ghPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\repro
     ducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\
     bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses
     -meg\meg\sub-15_ses-meg_task-facerecognition_run-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognit
     ion_run-01_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evge
     nii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_
     reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_pre
     processing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg
     _task-facerecognition_run-04_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-04_filteredHigh
     Pass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reprodu
     cing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\
     derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-m
     eg\meg\sub-15_ses-meg_task-facerecognition_run-06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_r
     un-01_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-01_filteredHighPass1.fif, E:\Evgenii_K
     alenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-02_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_re
     production\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-02_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preproce
     ssing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-03_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_t
     ask-facerecognition_run-03_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-04_filteredHighPassN
     one.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-04_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-
     reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-05_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\de
     rivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-05_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\me
     g\sub-16_ses-meg_task-facerecognition_run-06_filteredHighPassNone.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run
     -06_filteredHighPass1.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducin
     g-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_prep
     rocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecogni
     tion_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessin
     g\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_fil
     tered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\0
     1_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11
     \ses-meg\meg\sub-11_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_filtered.fi
     f, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprod
     uction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg
     \meg\sub-15_ses-meg_task-facerecognition_filtered.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_filtered.fif, E:\Ev
     genii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproductio
     n\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\m
     eg\sub-01_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-04_bads.fif, E
     :\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprodu
     ction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-m
     eg\meg\sub-02_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-02_bads.fi
     f, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_rep
     roduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\s
     es-meg\meg\sub-02_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_run-06_bad
     s.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01
     _reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-
     03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-04
     _bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducibl
     e\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\
     sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_ru
     n-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reprodu
     cible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognitio
     n_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-rep
     roducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_prepro
     cessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecogn
     ition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing
     -reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_pr
     eprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facere
     cognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reprodu
     cing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\0
     1_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-fa
     cerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\rep
     roducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivativ
     es\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_tas
     k-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich
     \reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\deriv
     atives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg
     _task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenko
     vich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\d
     erivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses
     -meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kal
     enkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bi
     ds\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09
     _ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii
     _Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\dat
     a\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\su
     b-10_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evg
     enii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction
     \data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\me
     g\sub-10_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-01_bads.fif, E:
     \Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduc
     tion\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-me
     g\meg\sub-11_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-05_bads.fif
     , E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_repr
     oduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\se
     s-meg\meg\sub-12_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-03_bads
     .fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_
     reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-1
     2\ses-meg\meg\sub-12_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-01_
     bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible
     \01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\s
     ub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run
     -05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproduc
     ible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessi
     ng\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition
     _run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-repr
     oducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preproc
     essing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecogni
     tion_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-
     reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_pre
     processing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerec
     ognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproduc
     ing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-01_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01
     _preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-02_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-fac
     erecognition_run-03_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-04_bads.fif, E:\Evgenii_Kalenkovich\repr
     oducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-05_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivative
     s\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_run-06_bads.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task
     -facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-repr
     oducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\s
     ub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_epo.fif, E:
     \Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\dat
     a\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses
     -meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reprodu
     cing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_prepro
     cessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_ep
     o.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprodu
     ction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\s
     ub-15_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_epo.fif, E:\Evgenii_Kalenkovic
     h\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\deriva
     tives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_ta
     sk-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\re
     producing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivative
     s\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-f
     acerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reprod
     ucing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01
     _preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facer
     ecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducin
     g-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_pre
     processing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecog
     nition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_ecgEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-re
     producible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preproc
     essing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecogniti
     on_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessi
     ng\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_e
     ogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducib
     le\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\s
     ub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_eogEp
     ochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\0
     1_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-1
     4\ses-meg\meg\sub-14_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_eogEpochs
     .fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_eogEpochs.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_re
     production\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\
     sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecogni
     tion_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovic
     h\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bi
     ds\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg
     \sub-07_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_artifactCompo
     nents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-repr
     oducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_
     preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-12\ses-meg\meg\sub-12_ses-meg_ta
     sk-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evge
     nii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reprod
     uction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-
     16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_artifactComponents.npz, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-01\ses-meg\meg\sub-01_ses-meg_task-facerecognition
     _epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-02\ses-meg\meg\sub-02_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-03\ses-meg\meg\sub-03_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-04\ses-meg\meg\sub-04_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-05\ses-meg\meg\sub-05_ses-meg_task-facerecognition
     _epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-06\ses-meg\meg\sub-06_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-07\ses-meg\meg\sub-07_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-08\ses-meg\meg\sub-08_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-09\ses-meg\meg\sub-09_ses-meg_task-facerecognition
     _epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-10\ses-meg\meg\sub-10_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-11\ses-meg\meg\sub-11_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-12\ses-meg\meg\sub-12_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-13\ses-meg\meg\sub-13_ses-meg_task-facerecognition
     _epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-14\ses-meg\meg\sub-14_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reprod
     ucible\01_reproduction\data\bids\derivatives\01_preprocessing\sub-15\ses-meg\meg\sub-15_ses-meg_task-facerecognition_epoCleaned.fif, E:\Evgenii_Kalenkovich\reproducing-reproducible\01_reproduction\data\bids\derivatives\01_preprocess
     ing\sub-16\ses-meg\meg\sub-16_ses-meg_task-facerecognition_epoCleaned.fif
         jobid: 0
     
     Job counts:
             count   jobs
             1       all
             15      clean_epochs
             16
     
     ```
    

    Admittedly, there are too many input files in rule all most of which are not necessary. But even clean_epochs is hard to read.

Solution ideas:

  1. For the templates: use a hierarchy of templates and .format(x=???) so that we don't have som much repeating code. The higher-level templates should have very telling names like base_template_for_run_level_files. Maybe something else. Maybe not repeating ourselves is a bad idea here and explicitly writing out paths is better, IDK.
  2. For the output: let's change the working directory to the BIDS folder or, maybe, its parent and use relative path throughout where neceessary. The paths would still be very long but, I think, it would still help with readability.
@kalenkovich
Copy link
Owner Author

This is all too complicated for me. Maybe later.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant