Binning functions:

1d binning

  • Binning by definition (bounds and centers)
  • Creating bin definition lists from vectors of bounds and centers
  • General rectangular binning
  • Standard rectangular binning
  • Quantile rectangular binning
  • Random rectangular binning
  • Frequency binning of reduced binned data

2d binning

  • 2d rectangular binning
  • 2d random rectangular binning

Binning Loss Functions:

  • Spatial/Frequency loss summary

Binned Scatterplot Functions

  • Binned scatterplot construction from reduced binned
  • Binned scatterplot construction from raw data and bin specs