leezu released this
May 4, 2018
· 3 commits to master since this release
GluonNLP provides its users with easy access to
Gluon NLP Toolkit supplies model definitions for common NLP tasks. These can be adapted for the users requirements or taken as blueprint for new developments. All of these are implemented using Gluon Blocks allowing easy reuse as plug-and-play neural network building blocks.
Gluon NLP Toolkit provides tools for building efficient data pipelines for NLP tasks by defining a Dataset class interface and utilities for transforming them. Several datasets are included by default and will be automatically downloaded when used.
Gluon NLP further ships with common datasets data transformation functions, dataset samplers to determine how to iterate through datasets as well as functions to generate data batches.
A complete and up-to-date list of supplied datasets and utilities is available in the API documentation.
The Gluon NLP toolkit also provides scripts that use the functionality of the toolkit for various tasks