SunYan's repositories
Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
alphaFM
Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.
AppZoo
AppZoo: The Faster App Service
artipub
Article publishing platform that automatically distributes your articles to various media channels
BERT-SQuAD
SQuAD Question Answering Using BERT, PyTorch
deeplearning
深度学习相关的模型训练、评估和预测相关代码
ELMo-keras
Re-implementation of ELMo on Keras
ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
FBTT-Embedding
This is a Tensor Train based compression library to compress sparse embedding tables used in large-scale machine learning models such as recommendation and natural language processing. We showed this library can reduce the total model size by up to 100x in Facebook’s open sourced DLRM model while achieving same model quality. Our implementation is faster than the state-of-the-art implementations. Existing the state-of-the-art library also decompresses the whole embedding tables on the fly therefore they do not provide memory reduction during runtime of the training. Our library decompresses only the requested rows therefore can provide 10,000 times memory footprint reduction per embedding table. The library also includes a software cache to store a portion of the entries in the table in decompressed format for faster lookup and process.
keras-gradient-accumulation
Gradient accumulation for Keras
lac
百度NLP：分词，词性标注，命名实体识别，词重要性
language-evaluation
:clipboard: Collection of evaluation code for natural language generation.
LeetCode
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).
NER-demo
chinese-name-entity-recognition
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
pythia
A modular framework for Visual Question Answering research by the FAIR A-STAR team
realworldnlp
Example code for "Real-World Natural Language Processing"
slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, MIT corpus, ELMo, BERT, XLNet
spr_ham_spear
Repository for simulation and testing codes of star identification algorithm based on hamming distance and spearman-correlation
text
Data loaders and abstractions for text and NLP
Tinyhttpd
Tinyhttpd 是J. David Blackstone在1999年写的一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。官网:http://tinyhttpd.sourceforge.net
transformer_tf2
A transformer model practice using tf2
where-is-douban250
🐛 一个爬虫程序，集成 GitHub Action 自动更新，整理了腾讯视频、爱奇艺、优酷、哔哩哔哩等视频网站中，能够观看的「豆瓣电影 Top250 榜单」影片。
zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
ZXBlog
记录各种学习笔记(算法、Java、数据库、并发......)