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frankiegu's Projects

tensorflow-serving-wechat icon tensorflow-serving-wechat

:art::art: tensorflow serving and deep model online https://dataxujing.github.io/tensorflow-serving-Wechat/?transition=convex#/

tensorflow_poems icon tensorflow_poems

中文古诗自动作诗机器人,屌炸天,基于tensorflow1.0 api,加入了创作歌词模块!!正在积极维护升级中,快star,保持更新!

terminal-changes-prediction icon terminal-changes-prediction

基于某城市移动终端用户的运营商数据预测未来三月内用户是否会终端变迁(用户从当前使用的手机品牌更换为其他手机品牌)。应用xgboost算法和随机森林算法组合成多学习器预测模型。

tetx-cnn-baseline icon tetx-cnn-baseline

Tetx-CNN BaseLine在2000条人工选取的正负语料上,在二分类上准确度以%94.1上超过了SnowNLP的%93.75情感分析准确度,还可以继续微调模型的参数。添加flask后端推理API,修改了全局model load的方式,增加了模型推理的速度,使用nginx搭配Gunicorn启动Flask,使用虚拟环境搭配sh的启动方式,可以直接对model进行一键重启,并有错误日志监控

textgrapher icon textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档,将文档进行关键信息提取,进行结构化,并最终组织成图谱组织形式,形成对文章语义信息的图谱化展示。

textmatch icon textmatch

QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)

textrank icon textrank

基于PageRank的TextRank方法, 可以应用于中文关键词、短语、摘要提取程序,代码使用Scala编写。

tfgo icon tfgo

Tensorflow + Go, the gopher way

the-golang-standard-library-by-example icon the-golang-standard-library-by-example

Golang标准库。对于程序员而言,标准库与语言本身同样重要,它好比一个百宝箱,能为各种常见的任务提供完美的解决方案。以示例驱动的方式讲解Golang的标准库。

think icon think

记录位置和想法,以时间线形式来展示的微信小程序

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