17  Going over space

This chapter is in early draft form and may be incomplete.

17.1 Label super-resolution

  • HDI example

17.2 Spatial extrapolation

  • ASM example (predicting mines in new countries)
  • Go over feature space and show reduced dimension
    • convergence of countries vs divergence in labels
Click the badge to run the demo in Google Colab!

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Open In Colab

Remember to click File -> Save a copy in Drive to save any changes you make.

17.3 Spatial interpolation

  • Filling in gaps from survey data. eg. you have population data for some areas but not all.
Looking forward

In the next chapter,