Denis A. Engemann

[ENH]: add InfomaxICA object and function

5

We recently added a pure Numpy implementation of the ICA infomax algorithm to [mne-python](https://github.com/mne-tools/mne-python). https://github.com/mne-tools/mne-python/blob/master/mne/preprocessing/infomax_.py https://github.com/mne-tools/mne-python/blob/master/mne/preprocessing/tests/test_infomax.py It should not be too difficult to include it in sklearn since we already...

ENH: nice logging / printing for multiple channel types.

8

Sequel to #64

It seems we have no regression tests, especially not for autorejct itself. To avoid loosing time and work when refactoring autoreject we need to make sure the code detects known...

ENH/API/DOC: checkout performance options for large data sets (>500 trials at high sampling frequency)

2

So far we had discussed 1) subsampling of fitting and interpolating epochs for data augmentation 2) fit on k epochs, transform all The task here is to at least show...

Allow for make_epochs as entry point when using EEG data

3

title says it all @hoechenberger

With Tomas D'Amelio we implemented the AutoReject local option in ptp_reject to clean the DEAP data. Results are pretty nice! Some work is necessary to make that code fit into...

Parsing annotations when making resting state epochs

9

I think it would be useful to have a mechanism for inserting the info from annotations present for a given raw segment into the metadata of the resulting epoch. Say...

ENH/VIZ: provide condition-wise PSD reports

1

It would be sweet to have the pipeline generate reports where the power spectrum is visualized for each condition. E.g. eyes closed / open. cc @hoechenberger

ENH: support for filtering / processing other types of signals (not data channels)

4

with @tomdamelio we want to filter EDA channels in the 02 preprocessing script for example. Naturally, the EDA (coded as misc channel) should be forwarded to the epoching later. What...

ENH: raise an exception if user sets derivatives path to bids root.

1

The name says it all.