6ad8b3a6d6e98dda6f83390c6f7935377788d2bc,KAM.py,Kernel,sim,#Kernel#,266

Before Change

         N=np.shape(newTFpt)[0]
         simVal=np.zeros((N,1))
         for i in range(0,N):
            simVal[i,:]=float(self.Nhood(newTFpt[i,:]))*self.Wfunc(newTFpt[i,:])
    
         return simVal
             

After Change

         
         simVal=np.zeros((N1,N2))
         for i in range(0,N1):
             for j in range(0,N2):
                Nhood_ij=self.kNhood(TFcoords1[i,:],TFcoords2[j,:])
                Wfunc_ij=self.kWfunc(TFcoords1[i,:],TFcoords2[j,:])
                simVal[i,j]=float(Nhood_ij*Wfunc_ij)
    
         return simVal
             
        
        

Instances