LiyuanLucasLiu

LD-Net

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

LightNER

Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)

Raw-to-End

Raw-to-End Name Entity Recognition in Social Media

awesome-community-detection

A curated list of community detection techniques.

.tmux

🇫🇷 Oh My Tmux! My pretty + versatile tmux configuration that just works (imho the best tmux configuration)

doccano

Open source text annotation tool for machine learning practitioner.

docker-ufrii-airprint

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

howto-make-more-money

程序员如何优雅的挣零花钱

ICLR2020-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

macaron-net

Codes for "Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View"

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

nlp-beginner

NLP上手教程

nlp_highlights

The most important NLP highlights of 2018 (PDF Report)

ODE-DL

Paper List For Linking ODE and Deep Learning

OpenReviewExplorer

Explore OpenReview papers for ICLR (with citation counts, acceptance status, and ratings)!

prefetch_generator

Simple package that makes your generator work in background thread

pytext

A natural language modeling framework based on PyTorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-classification

Classification with PyTorch.

RAdam-Tensorflow

Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"

sane_tikz

Reconquer the canvas: beautiful Tikz figures without clunky Tikz code

server

☁️ Nextcloud server, a safe home for all your data

simple-env

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

startup-checklist

A checklist for incorporation so you can get back to building your product, fundraising, etc.

torchprof

PyTorch layer-by-layer model profiler

transformer-xl

Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013, PI model, Tempens, MeanTeacher, ICT, MixMatch

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

ZeroTierOne

A Smart Ethernet Switch for Earth