matlab与开源软件集成

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1、MATLAB与开源软件集成王燚©2015TheMathWorks,Inc.1内容MATLAB如何融入系统架构用MATLAB调用Python用Python调用MATLAB打包MATLAB应用2解决方案系统架构DATASOURCESBUSINESSSYSTEMSCLOUD/WEB3MATLABAPIs4MATLAB与Python集成三种集成方法:–用MATLAB调用Python–用Python调用MATLABAlgorithmDevelopers–打包MATLAB程序给Python使用User

2、s5价格走势分析目标:–软件即服务:加密货币价格走势分析方案:–使用IT管理的数据函数库–快速开发预测模型–发布模型到RESTfulAPI挑战：–没有预测模型经验–缺乏IT系统知识6数据传统模式PriceDataPriceDataGetcurrentpricedataforcryptocurrenciesCoin:ETHCurrentprice:$632.83Last24hours:-0.11%模型开发IT用户7数据新模式PriceDataPriceDataPriceDataPriceData

3、GetcurrentpricedataforcryptocurrenciesGetfuturepricedataforcryptocurrenciesCoin:ETHCurrentpriceCurrentprice:$632.83:$632.83Last24hours:Predictedpricein1day-0.11%:$670.21模型开发IT用户8数据模型构建PriceDataPriceDataGetcurrentpricedataforcryptocurrenciesCoin:ETHCurr

4、entprice:$632.83Last24hours:-0.11%模型开发IT用户9预测模型开发10数据模型验证PriceDataPriceDataGetcurrentpricedataforcryptocurrenciesCoin:ETHCurrentprice:$632.83Last24hours:-0.11%模型开发IT用户11数据模型发布PriceDataPriceDataPriceDataPriceDataGetcurrentpricedataforcryptocurrenciesGet

5、futurepricedataforcryptocurrenciesCoin:ETHMATLABRuntimeCurrentpriceCurrentprice:$632.83:$632.83Last24hours:Predictedpricein1day-0.11%:$670.21模型开发IT用户12MATLAB模型发布Toolboxes11MATLABEnd-UserDesktopMachineMATLABCompilerMATLAB22Runtime33.py13企业系统挑战各种系统需求维持

6、多版本模型/软件支持多用户使用场景模型开发验证速度14发布MATLAB模型到生产环境MATLABCompilerSDKMATLABProductionServerWebWebScenarioScenarioApplicationsServerGenerationGenerationC/C++PricingPricingExcelJavaAdd-inDesktopC#and.NETApplicationsApplicationRiskRiskPythonAnalyticsAnalytics

7、ServerExcelBatchApplicationsCOMAutomationServerDatabaseServerRESTful,HTTP,andWSDLwebservices15总结:MATLAB与Python集成用MATLAB调用Python–MATLAB用Python调用MATLAB–MATLAB打包MATLAB程序给Python使用–MATLABCompilerSDK–MATLABProductionServer16更多资源MATLAB与Python–https://w

8、ww.mathworks.com/solutions/matlab-and-python.html预测模型–https://www.mathworks.com/discovery/predictive-analytics.html深度学习–https://www.mathworks.com/discovery/deep-learning.html17©2018TheMathWorks,Inc.18AppendixSlides19