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sunjianqiu's Projects

arima_lstm icon arima_lstm

使用arima_lstm完成容量分析预测(cpu、内存、磁盘)

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

javaguide icon javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

litemall icon litemall

又一个小商城。litemall = Spring Boot后端 + Vue管理员前端 + 微信小程序用户前端 + Vue用户移动端

load_forecasting icon load_forecasting

Load forcasting on Delhi area electric power load using ARIMA, RNN, LSTM and GRU models

lstm_rnn_tutorials_with_demo icon lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

mall icon mall

mall项目是一套电商系统,包括前台商城系统及后台管理系统,基于SpringBoot+MyBatis实现,采用Docker容器化部署。 前台商城系统包含首页门户、商品推荐、商品搜索、商品展示、购物车、订单流程、会员中心、客户服务、帮助中心等模块。 后台管理系统包含商品管理、订单管理、会员管理、促销管理、运营管理、内容管理、统计报表、财务管理、权限管理、设置等模块。

ml_chl_prediction icon ml_chl_prediction

基于Keras框架,结合LSTM/GRU/Arima/WNN实现多方式的水质参数预测

movie_recommend icon movie_recommend

基于Spark的电影推荐系统,包含爬虫项目、web网站、后台管理系统以及spark推荐系统

news_spark icon news_spark

基于Spark2.x新闻网大数据实时分析可视化系统项目

roncoo-pay icon roncoo-pay

龙果支付系统(roncoo-pay)是国内首款开源的互联网支付系统,拥有独立的账户体系、用户体系、支付接入体系、支付交易体系、对账清结算体系。目标是打造一款集成主流支付方式且轻量易用的支付收款系统,满足互联网业务系统打通支付通道实现支付收款和业务资金管理等功能。

sarima-lstm icon sarima-lstm

建立SARIMA-LSTM混合模型预测时间序列问题。以PM2.5值为例,使用UCI公开的自2013年1月17日至2015年12月31日五大城市PM2.5小时检测数据,将数据按时间段划分,使用SARIMA过滤其线性趋势,再对过滤后的残差使用LSTM进行预测,最后对预测结果进行检验和分析。

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