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TODO: #7

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@craddm

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@craddm
  • Decompose topoplot and other plotting functions into parts and add as ggplot extensions (e.g. geom_topo) as well as monolothic functions mostly done but contours are a problem...
  • Rewrite functions as S3 methods where possible/necessary
  • New object classes for PSD, ICA etc. (new ICA and TFR classes added)
  • Add artefact detection (absolute threshholding, probability measures etc)
  • Implement FASTER (mostly done - only ICA and GA left...)
  • Channel interpolation Spherical spline implemented
  • Improve data browsing speed
  • Allow visualization of artefact rejections
  • Implement multiple ICA methods and browsing of those methods - SOBI, fastica, infomax available
  • Add methods for removal of ICA components
  • Add frequency analyses (PSD added, TFR in progress) - Morlet wavelet TFR added
  • Reducing the number of external Depends to <=20
  • Better tidyverse support - e.g. wrappers around dplyr functions, currently some done for select(), filter(), mutate, and rename
  • Decide on format of channel locations.
  • DOCUMENTATION, DOCUMENTATION, DOCUMENTATION! Vignettes etc...
  • Improve implementation of glm fitting - allow adding baseline as a covariate etc-
  • add boundaries when combining continuous data across files
  • tests for more complex objects (e.g. groups, TFR evokeds etc)
  • Allow log-spacing of frequencies in compute_tfr() and check how plot_tfr() can handle them
  • Improve S3 class documentation

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