Davis Liang's repositories
adversarial
[For Fun - Complete] How to defend against adversarial inputs to deep nets.
inbertibility
Short exploration of BERT interpretability.
neural-retrieval
Python library containing BART query generation and BERT-based Siamese models for neural retrieval.
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.
generative
[For Fun - Complete] Some tutorial code for MNIST generation using a small DCGAN
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
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.
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.
solidity-examples
Example Ethereum Solidity Contracts
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