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Function Approximation by Neural Network

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Function approximation by linear model and deep network LOOP test.ipynb
Function approximation by linear model and deep network LOOP test.ipynb
 
 
Function approximation by linear model and deep network.ipynb
Function approximation by linear model and deep network.ipynb
 
 
Linear_Regression_Methods.ipynb
Linear_Regression_Methods.ipynb
 
 
Multi-variate LASSO regression with CV.ipynb
Multi-variate LASSO regression with CV.ipynb
 
 
Polynomial regression - linear and neural network.ipynb
Polynomial regression - linear and neural network.ipynb
 
 
Readme.md
Readme.md
 
 
Regularized polynomial regression with linear and random sampling - LOOP.ipynb
Regularized polynomial regression with linear and random sampling - LOOP.ipynb
 
 
Regularized polynomial regression with linear and random sampling.ipynb
Regularized polynomial regression with linear and random sampling.ipynb
 
 

Readme.md

Demo notebook to show how deep neural network is superiror to non-linear regression models for complex function approximation tasks