ghrua

NgramRes

machine-comprehension

ccpr_release

gwlan

To appear

KeepCoding

programming

assignment1

Assignment 1: automatic differentiation

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-network-embedding

A curated list of network embedding techniques.

constrained_decoding

Lexically constrained decoding for sequence generation using Grid Beam Search

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

darts-java

Java porting of Darts (Double ARray Trie System)

decord

An efficient video loader for deep learning with smart shuffling that's super easy to digest

deepwalk

DeepWalk - Deep Learning for Graphs

find_available_gpu

gflags

The gflags package contains a C++ library that implements commandline flags processing. It includes built-in support for standard types such as string and the ability to define flags in the source file in which they are used. Online documentation available at:

ghrua.github.io

git-recipes

:octocat: Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

HanLP

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

homepage

homework

Assignments for CS294-112.

moses-scripts

Some useful scripts from Moses

mosesdecoder

Moses, the machine translation system

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

nmt

TensorFlow Neural Machine Translation Tutorial

NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

programming-skills

tensor2tensor

A library for generalized sequence to sequence models

text

Data loaders and abstractions for text and NLP

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

writing-skills