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songweiwei's Projects

albert_ner icon albert_ner

基于轻量级的albert实现albert+BiLstm+CRF

bert_doc_binary_classification icon bert_doc_binary_classification

文本二分类任务,是否文档是否属于政治上的出访类事件,利用BERT提取特征,模型采用简单的DNN。

bert_seq2seq icon bert_seq2seq

pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。

bertwithpretrained icon bertwithpretrained

基于PyTorch框架实现的BERT模型及其相关下游微调任务(Bert PyTorch Implementation)

chatsql icon chatsql

自然语言转SQL,直接连接数据库查询

chinese-calendar icon chinese-calendar

判断一天是不是法定节假日/法定工作日(查看节假日安排)

chineseocr_lite icon chineseocr_lite

超轻量级中文ocr,支持竖排文字识别, 支持ncnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

classcheker icon classcheker

一个可以方便核对应到人数和班级对应学院的程序,前端基于PyQt5,数据分析与处理基于pandas。

conlleval icon conlleval

conlleval in Python (script for chunking/NER evaluation)

cryptoapp icon cryptoapp

加密解密工具箱GUI程序,支持Windows和linux系统。

ctask icon ctask

基于Flask+apscheduler的定时任务系统

doctor-friende icon doctor-friende

Rasa-Doctor-Friende.A chinese medical chatbot based on Neo4j knowledge graph and Rasa.

dxy-covid-19-crawler icon dxy-covid-19-crawler

2019新型冠状病毒疫情实时爬虫及API | COVID-19/2019-nCoV Realtime Infection Crawler and API

ensemblelearning icon ensemblelearning

包括决策树和随机森林进行离职人员预测,Xgboost和lightGBM的应用

eswork icon eswork

ElasticSearch+Django+Scrapy搜索引擎

fabric icon fabric

Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.

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