Generate html or dynamic reports

[tsalo]

Summary

We would like reports that render and link to figures.

Additional Detail

Per discussion, main page should have:

• Command used
• tedana version
• Grey/carpet plots for raw, combined, and denoised data (plus any additional denoising steps, like T1c or GODEC)
  • Should use standardized grey plot method being worked on at Code Convergence
• QC metrics pre and post denoising
• T2* map and histogram
• TSNR maps for raw and denoised data
• Histogram of TSNR pre and post
• Motion parameters and other nuisance regressors (on grey plots)
• Report and reference at the bottom

Then a decomposition page for TEDICA:

• Kappa/Rho scatterplot
• Kappa/Rho lineplot
  • Additional denoising/orthogonalization should result in multiple lines here (e.g., orig + tedort)
• Links to component pages
• Rendered log file (has more specific info about numbers of components and warnings through run)

Component-specific pages:

• Metrics
• Our current component time series, Fourier transform, and component map figure

Wishlist:

• Ability to update classifications with buttons in the report

[emdupre]

Still working on this with #457 !