I'm thinking we use the following properties:

• threshold (float), whose action depends on ...
• threshold_method (str). Which can be one of:
  • 'global' - adds constant value prior to normalization
  • 'percentile' - picks threshold based on the percentile
  • 'amplitude' - picks threshold base on fraction of maximum amplitude
• normalization_method (None, str). Which can be one of:
  • 'maximum' - normalizes by the maximum so that largest cell weights are 1
  • 'minimum' - normalizes by the lower value, after thresholding, so that smallest cell weights are 1

I would personally vote for shorter keywords (e.g. "method", "normalization"), just for convenience.

I think we need to be a little specific in case we add any other functionality. 'method' at first glance isn't particularly descriptive.

Codecov Report

Merging #1163 (de74ada) into main (3b8f86b) will increase coverage by 0.02%.
The diff coverage is 100.00%.

@@            Coverage Diff             @@
##             main    #1163      +/-   ##
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+ Coverage   81.35%   81.38%   +0.02%     
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  Files         157      157              
  Lines       24148    24183      +35     
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+ Hits        19646    19681      +35     
  Misses       4502     4502              

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