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MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

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cc @choldgraf When the CircleCI build is done here, it should demonstrate the "empty right-side TOC" on the MNE homepage and on the first page after that in the TOCtree...

Progress so far: - [x] `.compute_psd()` method for Raw, Epochs, Evoked yields Spectrum object - [x] supports method='welch' and method='multitaper' - [x] supports unaggregated welch via `average=False` - [x] supports...

EOSS4

Part of https://github.com/mne-tools/mne-python/pull/10920. This uses power to compute the cross-spectral density. It would be nice if this could be done on complex numbers but that's causing issues with positive semi-definite...

In working on the API / implementation of `.plot_topomap()` for the new Spectrum class, I went to our existing API for inspiration. Turns out it's rather fragmented. Here's a table...

Reading a file exported by MNE on MATLAB ``` EEG.trials ans = int64 105 ``` The type is int64 instead of double. This can cause all kinds of problems (I...

BUG

#### Reference issue Closes #10697. Currently, state machine API to matplotlib is used in [the CSD example](https://mne.tools/stable/auto_examples/time_frequency/compute_csd.html). In this PR, figure handles are saved and object-oriented API is used to...

#### Reference issue Fixes #10612 with respect to [comment](https://github.com/mne-tools/mne-python/issues/10612#issuecomment-1120288827) #### What does this implement/fix? Adds a default 'auto' option for spatial_colors argument in Evoked.plot(). Which makes spatial_colors True if channel...

#### Describe the new feature or enhancement The current SSP and ICA methods of removing EOG and ECG artifacts are really effective, but they do completely zap out 2 or...

ENH

#### Reference issue Example: Fixes #10466 #### What does this implement/fix? Adds a preprocessing GradientRemover class that can be used to perform MRI-EEG gradient artifact correction with templates. #### Additional...

`plot_psds_topomap`, `plot_epochs_psd_topomap`, and `epochs.plot_psd_topomap` have a `bands` parameter that takes a list of tuples as input. The format is: ``` Length-2 tuples specify a single frequency and a subplot title...

ENH