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lines changed Original file line number Diff line number Diff line change @@ -551,7 +551,7 @@ Only the isotropic variant where :math:`l` is a scalar is supported at the momen
551551The kernel is given by:
552552
553553.. math :: 
554-    k(x_i, x_j) = \left (1  + \frac {d(x_i, x_j)^2 }{2 \alpha  l^2 }\right )^\alpha  
554+    k(x_i, x_j) = \left (1  + \frac {d(x_i, x_j)^2 }{2 \alpha  l^2 }\right )^{- \alpha }  
555555
556556 The prior and posterior of a GP resulting from an RBF kernel are shown in
557557the following figure:
@@ -569,7 +569,7 @@ It is parameterized by a length-scale parameter :math:`l>0` and a periodicity pa
569569The kernel is given by:
570570
571571.. math :: 
572-    k(x_i, x_j) = \text {exp}\left (-2  \text {sin}(\pi  / p * d(x_i, x_j)) / l\right )^2  
572+    k(x_i, x_j) = \text {exp}\left (-2  \left  ( \ text {sin}(\pi  / p * d(x_i, x_j)) / l\right )^2 \right )  
573573
574574 The prior and posterior of a GP resulting from an ExpSineSquared kernel are shown in
575575the following figure:
    
 
   
 
     
   
   
          
     
  
    
     
 
    
      
     
 
     
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