davisliang

automated

[IJCNLP 2017 - Accepted] Multi-tasking deep learning framework that achieves state-of-the-art results in sentiment analysis, topic prediction, and hashtag recommendation.

adversarial

[For Fun - Complete] How to defend against adversarial inputs to deep nets.

inbertibility

Short exploration of BERT interpretability.

attentive

[For Fun - In Progress] A simple Attention RNN built from scratch on Apache MXNet.

neural-retrieval

Python library containing BART query generation and BERT-based Siamese models for neural retrieval.

ACLPUB

The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

bert

TensorFlow code and pre-trained models for BERT

compare-mt

A tool for holistic analysis of language generations systems

contextual

[ICML - Not Yet Submitted]

davisliang.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

deeplearning-cfn

CFN cluster for DeepLearning AMIs.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

finetune

generative

[For Fun - Complete] Some tutorial code for MNIST generation using a small DCGAN

gluon-nlp

NLP made easy

gym

A toolkit for developing and comparing reinforcement learning algorithms.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

java-tron

Java implementation of the Tron whitepaper

kaldi

This is now the official location of the Kaldi project.

labelshift

Gluon CV Toolkit

macosxprofiler

(Submitted as project) C++ suite to profile the capabilities of a Macbook Pro running on Mac OSX.

models

Models built with TensorFlow

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

pytorch-seq2seq

pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.

returnn

The RWTH extensible training framework for universal recurrent neural networks

semantic

[For Fun - Complete] CNN that regresses on semantic representations instead of one-hot softmax. Zero Shot Learner.

solidity-examples

Example Ethereum Solidity Contracts

ssmba

wer_are_we

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency