More scala doc improvements

Author: mandar2812

docs/api_docs/v1.4.2/dynaml-core/io/github/mandar2812/dynaml/kernels/KernelOpType.html

@@ -54,7 +54,7 @@ <h4 id="signature" class="signature">
           <div class="superTypes hiddenContent"><span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>
         </div><div class="toggleContainer block">
             <span class="toggle">Known Subclasses</span>
-            <div class="subClasses hiddenContent"><a href="KernelOpAdd.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpAdd">KernelOpAdd</a>, <a href="KernelOpAdd$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpAdd">KernelOpAdd</a>, <a href="KernelOpMult$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpMult">KernelOpMult</a>, <a href="KernelOpMult.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpMult">KernelOpMult</a>, <a href="KernelOuterAdd$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterAdd">KernelOuterAdd</a>, <a href="KernelOuterAdd.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterAdd">KernelOuterAdd</a>, <a href="KernelOuterMult$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterMult">KernelOuterMult</a>, <a href="KernelOuterMult.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterMult">KernelOuterMult</a></div>
+            <div class="subClasses hiddenContent"><a href="KernelOpAdd.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpAdd">KernelOpAdd</a>, <a href="KernelOpAdd$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpAdd">KernelOpAdd</a>, <a href="KernelOpMult.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpMult">KernelOpMult</a>, <a href="KernelOpMult$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOpMult">KernelOpMult</a>, <a href="KernelOuterAdd.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterAdd">KernelOuterAdd</a>, <a href="KernelOuterAdd$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterAdd">KernelOuterAdd</a>, <a href="KernelOuterMult$.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterMult">KernelOuterMult</a>, <a href="KernelOuterMult.html" class="extype" name="io.github.mandar2812.dynaml.kernels.KernelOuterMult">KernelOuterMult</a></div>
           </div></div>
 
 

docs/api_docs/v1.4.2/dynaml-core/io/github/mandar2812/dynaml/kernels/ScaledKernel.html

@@ -52,9 +52,7 @@ <h4 id="signature" class="signature">
       </h4>
 
           <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>Represents covariance function of a GP which is
-scaled version of a base GP.
-z ~ GP(m(.), K(.,.))
-y = g(x)*z</p><p>y ~ GP(g(x)*m(x), g(x)K(x,x')g(x'))
+scaled version of a base GP.</p><p>z ~ GP(m(.), K(.,.))</p><p>y = g(x)*z</p><p>y ~ GP(g(x)*m(x), g(x)K(x,x')g(x'))
 </p></div><div class="toggleContainer block">
           <span class="toggle">Linear Supertypes</span>
           <div class="superTypes hiddenContent"><a href="LocalScalarKernel.html" class="extype" name="io.github.mandar2812.dynaml.kernels.LocalScalarKernel">LocalScalarKernel</a>[<span class="extype" name="io.github.mandar2812.dynaml.kernels.ScaledKernel.I">I</span>], <a href="CovarianceFunction.html" class="extype" name="io.github.mandar2812.dynaml.kernels.CovarianceFunction">CovarianceFunction</a>[<span class="extype" name="io.github.mandar2812.dynaml.kernels.ScaledKernel.I">I</span>, <span class="extype" name="scala.Double">Double</span>, <span class="extype" name="breeze.linalg.DenseMatrix">DenseMatrix</span>[<span class="extype" name="scala.Double">Double</span>]], <a href="Kernel.html" class="extype" name="io.github.mandar2812.dynaml.kernels.Kernel">Kernel</a>[<span class="extype" name="io.github.mandar2812.dynaml.kernels.ScaledKernel.I">I</span>, <span class="extype" name="scala.Double">Double</span>], <span class="extype" name="scala.Serializable">Serializable</span>, <span class="extype" name="java.io.Serializable">Serializable</span>, <span class="extype" name="scala.AnyRef">AnyRef</span>, <span class="extype" name="scala.Any">Any</span></div>

docs/api_docs/v1.4.2/dynaml-core/io/github/mandar2812/dynaml/kernels/package.html

@@ -1157,9 +1157,7 @@ <h4 class="signature">
     </span>
       <p class="shortcomment cmt">Represents covariance function of a GP which is
 scaled version of a base GP.</p><div class="fullcomment"><div class="comment cmt"><p>Represents covariance function of a GP which is
-scaled version of a base GP.
-z ~ GP(m(.), K(.,.))
-y = g(x)*z</p><p>y ~ GP(g(x)*m(x), g(x)K(x,x')g(x'))
+scaled version of a base GP.</p><p>z ~ GP(m(.), K(.,.))</p><p>y = g(x)*z</p><p>y ~ GP(g(x)*m(x), g(x)K(x,x')g(x'))
 </p></div></div>
     </li><li name="io.github.mandar2812.dynaml.kernels.StationaryKernel" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
       <a id="StationaryKernel[T,V,M]extendsCovarianceFunction[T,V,M]"></a>

dynaml-core/src/main/scala-2.11/io/github/mandar2812/dynaml/kernels/LocallyStationaryKernel.scala

@@ -53,7 +53,9 @@ class LocallyStationaryKernel[I](
   *
   * Represents covariance function of a GP which is
   * scaled version of a base GP.
+  *
   * z ~ GP(m(.), K(.,.))
+  *
   * y = g(x)*z
   *
   * y ~ GP(g(x)*m(x), g(x)K(x,x')g(x'))