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ENH: Allow gradient compensated data in maxwell_filter #10554
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@britta-wstnr I hear you have been trying this :) Think it's working well enough to merge? |
Mhhh ... I agree with you that it's not making much of a difference whether 3rd order gradients are applied or not ... which is also puzzling to me (as it does make quite a difference on the pre-tSSS data). Let me investigate a little more next week 🕵️ only got to check it out on one of our datasets so far! |
I extensively tested this on 50 CTF datasets with varying amounts of noise/contamination. My findings:
|
Okay great, in it goes then! |
* upstream/main: (50 commits) BUG: Fix bug with paths (mne-tools#11639) MAINT: Report download time and size (mne-tools#11635) MRG: Allow retrieval of channel names via make_1020_channel_selections() (mne-tools#11632) Fix index name in to_data_frame()'s docstring (mne-tools#11457) MAINT: Use VTK prerelease wheels in pre jobs (mne-tools#11629) ENH: Allow gradient compensated data in maxwell_filter (mne-tools#10554) make test compatible with future pandas (mne-tools#11625) Display SVG figures correctly in Report (mne-tools#11623) API: Port ieeg gui over to mne-gui-addons and add tfr gui example (mne-tools#11616) MAINT: Add token [ci skip] (mne-tools#11622) API: One cycle of backward compat (mne-tools#11621) MAINT: Use git rather than zipball (mne-tools#11620) ENH: Speed up code a bit (mne-tools#11614) [BUG, MRG] Don't modify info in place for transform points (mne-tools#11612) [BUG, MRG] Fix topomap extra plot generated, add util to check a range (mne-tools#11607) ENH: Add mne-bids-pipeline to mne sys_info (mne-tools#11606) MAINT: `coding: utf-8` is implicit in Python 3 (mne-tools#11599) ENH: Read eyetracking data (Eyelink) (Fork of mne-tools#10855 ) (mne-tools#11152) MAINT: In Python 3, do not prefix literals with `u` (mne-tools#11604) MAINT: object is an implicit base for all classes (mne-tools#11601) ...
* upstream/main: BUG: Fix bug with paths (mne-tools#11639) MAINT: Report download time and size (mne-tools#11635) MRG: Allow retrieval of channel names via make_1020_channel_selections() (mne-tools#11632) Fix index name in to_data_frame()'s docstring (mne-tools#11457) MAINT: Use VTK prerelease wheels in pre jobs (mne-tools#11629) ENH: Allow gradient compensated data in maxwell_filter (mne-tools#10554) make test compatible with future pandas (mne-tools#11625)
* upstream/main: (152 commits) FIX: missing channels/fiducials can be np.nan (mne-tools#11634) use py3.10 in precommit config (mne-tools#11648) MAINT: Unify GH Actions pytest (mne-tools#11644) MRG: Rename "Discourse" link in top navigation to "Forum" [ci skip] (mne-tools#11649) ENH: Add support for Harmonic Field correction (mne-tools#11536) Add pre-commit (mne-tools#11541) BUG: Fix bug with paths (mne-tools#11639) MAINT: Report download time and size (mne-tools#11635) MRG: Allow retrieval of channel names via make_1020_channel_selections() (mne-tools#11632) Fix index name in to_data_frame()'s docstring (mne-tools#11457) MAINT: Use VTK prerelease wheels in pre jobs (mne-tools#11629) ENH: Allow gradient compensated data in maxwell_filter (mne-tools#10554) make test compatible with future pandas (mne-tools#11625) Display SVG figures correctly in Report (mne-tools#11623) API: Port ieeg gui over to mne-gui-addons and add tfr gui example (mne-tools#11616) MAINT: Add token [ci skip] (mne-tools#11622) API: One cycle of backward compat (mne-tools#11621) MAINT: Use git rather than zipball (mne-tools#11620) ENH: Speed up code a bit (mne-tools#11614) [BUG, MRG] Don't modify info in place for transform points (mne-tools#11612) ...
* upstream/main: (117 commits) FIX: missing channels/fiducials can be np.nan (mne-tools#11634) use py3.10 in precommit config (mne-tools#11648) MAINT: Unify GH Actions pytest (mne-tools#11644) MRG: Rename "Discourse" link in top navigation to "Forum" [ci skip] (mne-tools#11649) ENH: Add support for Harmonic Field correction (mne-tools#11536) Add pre-commit (mne-tools#11541) BUG: Fix bug with paths (mne-tools#11639) MAINT: Report download time and size (mne-tools#11635) MRG: Allow retrieval of channel names via make_1020_channel_selections() (mne-tools#11632) Fix index name in to_data_frame()'s docstring (mne-tools#11457) MAINT: Use VTK prerelease wheels in pre jobs (mne-tools#11629) ENH: Allow gradient compensated data in maxwell_filter (mne-tools#10554) make test compatible with future pandas (mne-tools#11625) Display SVG figures correctly in Report (mne-tools#11623) API: Port ieeg gui over to mne-gui-addons and add tfr gui example (mne-tools#11616) MAINT: Add token [ci skip] (mne-tools#11622) API: One cycle of backward compat (mne-tools#11621) MAINT: Use git rather than zipball (mne-tools#11620) ENH: Speed up code a bit (mne-tools#11614) [BUG, MRG] Don't modify info in place for transform points (mne-tools#11612) ...
I was interested to see if we could add support for
maxwell_filter(raw_ctf.apply_gradient_compensation(3))
. It looks like it's possible, but the performance is not as good as processing un-compensated data. Maybe I'm doing something wrong, though...I'll leave this open and think about it for a bit.