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Start a new module for benchmark. Implement SorterStudy that replace GroundTruthStudy #3396

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@samuelgarcia samuelgarcia commented Sep 11, 2024

This is continuation of the work presented by @yger in Edingurgh workshop : faster and easier benchmarks.

This PR:

  • create a new module for spikeinterface.benchmark
  • replace GroundTruthStudy by SorterStudy. similar API but not backward compatible.
  • move the BenchmarkStudy and Benchmark base class from spikeinterface.sortingcomponents.benchmark
    to spikeinterface.benchmark
  • move all components benchmark to the same submodule
  • refactor plotting to share plots across benchmarks
  • remove plotting related to benchmark in spikeinterface.widgets

@samuelgarcia
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@chris-langfield and @cwindolf
if you are doing benchmark for dartsort you should have a look to this.

@alejoe91 alejoe91 added the comparison Related to comparison module label Sep 12, 2024
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