文件名称:LRM---GDM-[Matlab-1.0]
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- 上传时间：2016-01-07
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文件大小：241.91kb
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This is a very simple demo for Vanilla Linear Regression Model (LRM) optimized via Vanilla Gradient Descent Method (GDM) on 1-D and 2-D data set. NOTE that the multicollinearity case is unexpectedly shown. A More advanced version is expected in the coming future. Anyway, JUST FOR FUN!
(系统自动生成,下载前可以参看下载内容)
下载文件列表
LRM - GDM [Matlab+1.0]/Convergence Curve of Cost for 1-D Dataset.png
LRM - GDM [Matlab+1.0]/Convergence Curve of Cost for 2-D Dataset with multicollinearity.png
LRM - GDM [Matlab+1.0]/Convergence Curve of Cost for 2-D Dataset.png
LRM - GDM [Matlab+1.0]/demoLRM_1.m
LRM - GDM [Matlab+1.0]/demoLRM_2.m
LRM - GDM [Matlab+1.0]/demoLRM_multicollinearity.m
LRM - GDM [Matlab+1.0]/GDM-based LRM on 1-D Dataset.png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig1].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig2].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig3].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig1].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig2].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig3].png
LRM - GDM [Matlab+1.0]/GDM.m
LRM - GDM [Matlab+1.0]/normalizeFeature.m
LRM - GDM [Matlab+1.0]/predictGDM.m
license.txt
LRM - GDM [Matlab+1.0]/Convergence Curve of Cost for 2-D Dataset with multicollinearity.png
LRM - GDM [Matlab+1.0]/Convergence Curve of Cost for 2-D Dataset.png
LRM - GDM [Matlab+1.0]/demoLRM_1.m
LRM - GDM [Matlab+1.0]/demoLRM_2.m
LRM - GDM [Matlab+1.0]/demoLRM_multicollinearity.m
LRM - GDM [Matlab+1.0]/GDM-based LRM on 1-D Dataset.png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig1].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig2].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset with multicollinearity [fig3].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig1].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig2].png
LRM - GDM [Matlab+1.0]/GDM-based LRM on 2-D Dataset [fig3].png
LRM - GDM [Matlab+1.0]/GDM.m
LRM - GDM [Matlab+1.0]/normalizeFeature.m
LRM - GDM [Matlab+1.0]/predictGDM.m
license.txt