Skip to content
Context-sensitive word embeddings with subwords. In Rust.
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
docs
finalfrontier-utils
finalfrontier
hogwild
man
.gitignore
.travis.yml
ACCURACY.md
Cargo.lock
Cargo.toml
LICENSE
NOTICE
README.md

README.md

Crate Docs Build Status

finalfrontier

Introduction

finalfrontier is a Rust library and set of utilities for learning and using word embeddings. finalfrontier currently has the following features:

  • Models:
    • skip-gram (Mikolov et al., 2013)
    • structured skip-gram (Ling et al., 2015)
  • Noise contrastive estimation (Gutmann and Hyvärinen, 2012)
  • Subword representations (Bojanowski et al., 2016)
  • Hogwild SGD (Recht et al., 2011)

This is an early release of finalfrontier, we are planning to add more features in the future. The trained embeddings are stored in finalfusion format, which can be read and used with the finalfusion crate and the finalfusion Python module.

Where to go from here

You can’t perform that action at this time.