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Feature Request: Option to update individual embeddings #58

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Santosh-Gupta opened this issue Jul 27, 2019 · 1 comment
Closed

Feature Request: Option to update individual embeddings #58

Santosh-Gupta opened this issue Jul 27, 2019 · 1 comment
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enhancement New feature or request wontfix This will not be worked on

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Santosh-Gupta commented Jul 27, 2019 •
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As mentioned in this thread #32

The ability to quickly and easily update individual vectors in a Magnitude object can make this library a powerful tool for sparse training of embeddings. This can be implemented very easily in Pytorch, and fairly straight forward in Keras.
@AjayP13 AjayP13 self-assigned this Oct 22, 2019
@AjayP13 AjayP13 added enhancement New feature or request wontfix This will not be worked on labels Oct 22, 2019
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AjayP13 commented Oct 22, 2019

We cannot do this unfortunately due to the other features of the package, namely the most_similar spatial index created by Annoy. That index would have to be updated as well, which is not easy to do, so this is out-of-scope for now.

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