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yaohaiyang's Projects

awesome_chinese_medical_nlp icon awesome_chinese_medical_nlp

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

chinese-clinical-ner icon chinese-clinical-ner

CCKS2019中文命名实体识别任务。从医疗文本中识别疾病和诊断、解剖部位、影像检查、实验室检验、手术和药物6种命名实体。现已实现基于jieba和AC自动机的baseline构建、基于BiLSTM和CRF的序列标住模型构建。BERT+BiLSTM+CRF在改进中。

chinese_medical_words icon chinese_medical_words

手工整理医疗行业词汇、术语等语料。可用于语音识别、对话系统等各类nlp模型训练。

cmid icon cmid

Chinese Medical Intent Dataset

cwsposnercnnrnnlstm icon cwsposnercnnrnnlstm

Chinese & English Cws Pos Ner Entity Recognition implement using CNN bi-directional lstm and crf model with char embedding.基于字向量的CNN池化双向BiLSTM与CRF模型的网络,可能一体化的完成中文和英文分词,词性标注,实体识别。主要包括原始文本数据,数据转换,训练脚本,预训练模型,可用于序列标注研究.注意:唯一需要实现的逻辑是将用户数据转化为序列模型。分词准确率约为93%,词性标注准确率约为90%,实体标注(在本样本上)约为85%。

docker-clean icon docker-clean

A script that cleans docker containers, images, volumes, and networks.

github-roam icon github-roam

GitHub 漫游指南- a Chinese ebook on how to build a good build on Github. Explore the users' behavior. Find some thing interest.

hosts icon hosts

镜像:https://coding.net/u/scaffrey/p/hosts/git

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

medicalrelationextraction icon medicalrelationextraction

The depository support training and testing BERT-CNN model on three medical relation extraction corpora: BioCreative V CDR task corpus, traditional Chinese medicine literature corpus, and i2b2 temporal relation corpus.

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

q icon q

q - Run SQL directly on CSV or TSV files

tabnine icon tabnine

The all-language autocompleter: https://tabnine.com/

vocabulary-v5.0 icon vocabulary-v5.0

Build process for OMOP Standardized Vocabularies. DO NOT clone or try to replicate. It is work in progress and not ready for replication.

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