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Nearest neighbors variation rate #103

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nicolasdugue opened this issue Jul 22, 2024 · 0 comments
Open

Nearest neighbors variation rate #103

nicolasdugue opened this issue Jul 22, 2024 · 0 comments
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@SimonGuillot
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enhancement New feature or request

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@nicolasdugue
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Is your feature request related to a problem? Please describe.
We would like to evaluate the stability of a model of embeddings. To do this, Pierrejean defines the nearest neighbors variation rate (https://theses.hal.science/tel-03148513 p 74) between two models.

Describe the solution you'd like
We would like to be able to compute the nearest neighbors rate between two SINrVectors models. This feature could be an addition to the text/evaluation.py package
@nicolasdugue nicolasdugue added the enhancement New feature or request label Jul 22, 2024
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103-nearest-neighbors-variation-rate SINr-Embeddings/sinr
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@nicolasdugue @SimonGuillot