%%
clear all
close all
%%
%importing data
valid_filename=fullfile('.', 'train_valid_error_data','valid_error.txt');
data=importdata(valid_filename);
%loop for mean finding validation error
ss=sum(data,2,'omitnan');
ss=movmean(ss./100,5);
xx=linspace(1,100,55);
xx1=linspace(1,100,100);
ss1=interp1(xx,ss,xx1);

figure(1)
hold on
plot(xx1,ss1,'b','linewidth',2)

%importing data
valid_filename=fullfile('.', 'train_valid_error_data','train_error.txt');
data=importdata(valid_filename);
%loop for mean finding validation error
ss=sum(data,2,'omitnan');
ss=movmean(ss./100,5);
xx=linspace(1,100,55);
xx2=linspace(1,100,100);
ss2=interp1(xx,ss,xx2);

figure(1)
hold on
plot(xx2,ss2,'r','linewidth',2)
legend('Validation loss','training loss')
box on