Projects

GluonNLP: An Easy-to-Use Deep Learning for NLP Toolkit

GluonNLP is a toolkit that enables easy text preprocessing, datasets loading and neural models building to help speed up the process of producing the state-of-the-art NLP research.

AutoGluon: An AutoML Toolkit for Deep Learning

AutoGluon enables easy-to-use AutoML with a focus on deep learning and real-world applications in text, image, or tabular data.

TextHIN: A Text-to-Network Representation and Semantic Parsing Toolkit

TextHIN converts unstructured text into structured networks and produces the state-of-the-art results on several text mining problems mainly including text classification, text clustering, text similarity search.

SystemT: A Declarative Information Extraction System

SystemT aims to extract structured information from unstructured or semi-structured data. It makes information extraction orders of magnitude more scalable and easy to use, maintain and customize.

UniversalPropositions: Universal Proposition Banks for Multilingual Semantic Role Labeling

UniversalPropositions aims to annotate text in different languages with a layer of “universal” semantic role labeling annotation.

D2L.ai: Dive into Deep Learning

An interactive deep learning book with code, math, and discussions.

Apache MXNet: Efficient and Flexible Deep Learning

One of the major deep learning frameworks.