shannonyu's repositories
adversarial_text
to add
awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
chinese_text_normalization
Chinese text normalization for speech processing
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
eat_tensorflow2_in_30_days
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
eda_nlp
Data augmentation techniques for NLP, presented at EMNLP-IJCNLP 2019
FASPell
产学界最强（SOTA）的简繁中文拼写检查工具：FASPell Chinese Spell Checker (Chinese Spell Check / 中文拼写检错 / 中文拼写纠错 / 中文拼写检查)
fast-bert
Super easy library for BERT based NLP models
gnes
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
hanzi_char_featurizer
汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征
lic2019-dureader2.0-rank2
2019语言与智能技术竞赛- Dureader 2.0 机器阅读理解竞赛 Rank2
ML_Notes
机器学习算法的公式推导以及numpy实现
model-compression
model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))
model-server
gRPC server for hosting ML models trained on any framework in python
mptools
Wrapper for multiprocessing that provides a bunch of boilerplate.
nlp_implementation
Implementing nlp papers with PyTorch, gluonnlp
nlp_xiaojiang
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
Pre-trained-Models
预训练语言模型综述
prefix-beam-search
Code for prefix beam search tutorial by @labodk
prenlp
Preprocessing Library for Natural Language Processing
Production-Level-Deep-Learning
This repo attempts to serve as a guideline for building practical production-level deep learning systems to be deployed in real world applications.
projects
💝 Example projects for various NLP tasks with datasets, scripts and results
sentence-similarity-1
This repository contains various ways to calculate sentence vector similarity using NLP models
shareOI
算法竞赛课件分享
tfrecord
TFRecord reader for PyTorch
transformers
A collection of resources to study Transformers in depth.