kyzhouhzau
Interested in machine learning, deep learning and knowledge graph. Familiar with basic machine learning algorithms, especially variational inference.
THUMLPBeijin Province, China
Pinned Repositories
Attention_CNN
Relation Classification via Multi-Level Attention CNNs
Bert-BiLSTM-CRF
This model base on bert-as-service. Model structure : bert-embedding bilstm crf.
BERT-NER
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
CCLNER
Clinical-NER
面向中文电子病历的命名实体识别
drugbank_search
The drugbank database is stored locally with es to provide highly customizable searches！
knowledge-graph
a QA Demo based on KG! use scrapy and jena.
NLPGNN
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
Relation_Extration
Relation Classification via Convolutional Deep Neural Network
Sequence_Labeling
BiLSTM+CRF
kyzhouhzau's Repositories
kyzhouhzau/BERT-NER
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
kyzhouhzau/NLPGNN
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
kyzhouhzau/Clinical-NER
面向中文电子病历的命名实体识别
kyzhouhzau/Bert-BiLSTM-CRF
This model base on bert-as-service. Model structure : bert-embedding bilstm crf.
kyzhouhzau/Sequence_Labeling
BiLSTM+CRF
kyzhouhzau/drugbank_search
The drugbank database is stored locally with es to provide highly customizable searches！
kyzhouhzau/Pytorch-BiLSTM-Attention-CRF
kyzhouhzau/AGAC
Supplementary data for Bioinformatics.
kyzhouhzau/Crawler
Download related informations from drugbank using requests and selenium.webdriver.
kyzhouhzau/Variational-autoencoder
Knowledge about Variational autoencoder!
kyzhouhzau/2019SpringTextM
kyzhouhzau/Algorithm-python
日常刷题存放
kyzhouhzau/awesome-sentence-embedding
A curated list of pretrained sentence(and word) embedding models
kyzhouhzau/GDAMDB
kyzhouhzau/NLP_Dataset
Repo for collect NLP realted datasets!
kyzhouhzau/tfmetrics
package "tfmetrics" will be used to eval f1_score, recall_score, precision_score in tensorflow>1.12
kyzhouhzau/gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
kyzhouhzau/kyzhouhzau.github.io
Kaiyinzhou
kyzhouhzau/NLPGNNDATA
kyzhouhzau/pykg2vec
Python library for knowledge graph embedding and representation learning.
kyzhouhzau/Tensorflow2.0-Demo
kyzhouhzau/bert
TensorFlow code and pre-trained models for BERT
kyzhouhzau/cogdl
CogDL: An Extensive Research Toolkit for Graphs
kyzhouhzau/Gnormpp
kyzhouhzau/jsplumb
Visual connectivity for webapps
kyzhouhzau/multipack_sampler
Multipack distributed sampler for fast padding-free training of LLMs
kyzhouhzau/nimfa
Nimfa: Nonnegative matrix factorization in Python
kyzhouhzau/stopwords
中文常用停用词表（哈工大停用词表、百度停用词表等）
kyzhouhzau/TOMapping
Trait ontology mapping
kyzhouhzau/TuckER
TuckER: Tensor Factorization for Knowledge Graph Completion