LiyuanLucasLiu

the-art-of-command-line

Master the command line, in one page

hyper

A terminal built on web technologies

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Megatron-LM

Ongoing research training transformer models at scale

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

ultisnips

UltiSnips - The ultimate snippet solution for Vim. Send pull requests to SirVer/ultisnips!

tensorboard

TensorFlow's Visualization Toolkit

deep-residual-networks

Deep Residual Learning for Image Recognition

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

wikiextractor

A tool for extracting plain text from Wikipedia dumps

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

conceptnet5

Code for building ConceptNet from raw data.

loss-landscape

Code for visualizing the loss landscape of neural nets

knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

ctrl

Conditional Transformer Language Model for Controllable Generation

pytorch-classification

Classification with PyTorch.

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

LAMA

LAnguage Model Analysis

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

SpeedTorch

Library for faster pinned CPU <-> GPU transfer in Pytorch

CrossWeigh

CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

neural_name_tagging

Code for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)

ArabicNER

Arabic NER system with a strong performance

lime-ner

lime-ner: extending LIME for Named Entity Recognition

simple-env

Basic files for setting up a nice, sane default environment.

planets