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Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

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Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

I've forked the other lite version since package naming was bad and was sometime mix up with the original one

This repository makes the following changes to the excellent Magnitude project:

  • Project simplified only to support Word2Vec, GloVe and fastText embeddings
  • Approximate indexing/search methods removed
  • Annoying AllenNLP (ELMo) and Torch dependencies removed
  • Removed internal SQLite related libraries (pysqlite, apsw) and used system SQLite package
  • Removed logic to download and stream models. Models must all be locally available, and remote servers will not be checked.
  • Build process simplified to use PyPi dependencies

See Magnitude project for documentation and links to pre-trained models: https://github.com/plasticityai/magnitude

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Magnitude fork that only supports Word2Vec, GloVe and fastText embeddings

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