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toolbox for various tasks in the area of vector space models of computational linguistic

Project description

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VSMlibs helps to perform a range of tasks within a framework of vector space models of computational linguistics.

What functionality is included

  • creating word embeddings by counting and neural-based methods, including sub-word-level models

  • importing and exporting from a banch of popular formats of word embeddings and providing unified access to word-vectors

  • perfroming a range of downstream tasks / benchmarks on embeddings

  • visualising embeddings

How do I get set up?

  • pip3 install vsmlib for stable version

  • pip3 install git+https://github.com/undertherain/vsmlib.git for latest dev version

  • Python 3.5 or later is required

📖 Documentation

Tutorial

vsmlib overview and end-to-end examples.

API Reference

The detailed reference for vsmlib API.

Contribute

How to contribute to the vsmlib project and code base.

Who do I talk to?

  • Issue tracker is the way to go

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