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Updating cosine analysis with multiple models #263

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Updating cosine analysis with multiple models #263

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@nthain nthain commented Apr 15, 2019

Evaluates the hypothesis that multiple training runs will have different gender dimensions:

  • This seems to be somewhat true, although there is some consistency in the directions (e.g. the cosine similarity ranges from 0.5 to 0.8 between different runs).
  • Added a heatmap to show how consistent the cosine similarity is for different occupations between runs.

@nthain nthain requested a review from fprost April 15, 2019 14:58
Base automatically changed from master to main March 25, 2021 19:59
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