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Add interpolation scheme for n-dimensional binning #232

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Adds a C function to bin any number of continuous random points onto a discrete Cartesian grid using linear interpolation. This will allow fitting of Czjzek distributions using the least-squares. Closes #212

  • Implement C function
  • Document function
  • Extensively test new function

@mgiammar mgiammar added enhancement New feature or request feature new features labels Sep 13, 2022
@mgiammar mgiammar self-assigned this Sep 13, 2022
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codecov bot commented Sep 13, 2022

Codecov Report

Merging #232 (f43685c) into master (cf1c8d9) will not change coverage.
The diff coverage is n/a.

❗ Current head f43685c differs from pull request most recent head 8eec22f. Consider uploading reports for the commit 8eec22f to get more accurate results

@@            Coverage Diff            @@
##            master      #232   +/-   ##
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  Coverage   100.00%   100.00%           
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  Files          108       108           
  Lines         7010      7010           
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  Hits          7010      7010           

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@mgiammar
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mgiammar commented May 2, 2023

Implementation currently has bugs and not necessary for updated release. The analytical solutions for Czjzek model sampling will be moved to another PR.

@mgiammar mgiammar closed this May 2, 2023
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Add a linear interpolation scheme for probability distribution approximation
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