Porting over code from sktime-neuro-draft

[SveaMeyer13]

Changes

• Adjust flake8 in setup.cfg to be compatible with black for pre-commit hooks
• Add utilities to create mne data format from sktime data format and to create annotations from mne raw object
• Add series-to-series transformers
  • temporal filter
  • downsampling
  • missing: Artifact Removal
• Add panel-to-panel transformers
  • temporal filter
  • downsampling
  • slicing
  • baseline correction
• Add base class for series-to-panel transformer
• Add series-to-panel transformer
  • epoching
• Add notebook of example notebook
• Add tests
  • for filterforseries
  • for filterforpanel
  • more to follow, not sure how to port tests from sktime though

To dos:

• [ ] add artifact removal
• [ ] add/port tests from sktime

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[SveaMeyer13]

It does not seem to find mne as a dependency. Do I need to add it somewhere else other than in the setup.py?

[TonyBagnall]

build_tools/requirements.txt perhaps?

[TonyBagnall]

I was looking at one file without so much documentation, I see there is plenty there already. Given this has all been reviewed elsewhere, I will merge it, I find it easier to review in an IDE.