Added Distributed Linear Algebra Suite

Added the following distributed primitives backed by spark RDDs:

1. Distributed Matrix
2. Distributed Row & Column Vector
3. Reference implementations of matrix vector products, sums, inner &
outer products in terms of elementary spark RDD operations.

build.sbt

@@ -47,7 +47,8 @@ lazy val core = (project in file("dynaml-core")).settings(baseSettings)
   .dependsOn(pipes)
   .settings(
     name := "dynaml-core",
-    version := mainVersion
+    version := mainVersion,
+    parallelExecution in Test := false
   )
 
 lazy val examples = (project in file("dynaml-examples"))

docs/api_docs/dynaml-core/index.html

@@ -56,7 +56,7 @@
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+            <ol class="templates"><li title="io.github.mandar2812.dynaml.algebra.KernelMatrix"><div class="placeholder"></div><a class="tplshow" href="io/github/mandar2812/dynaml/analysis/KernelMatrix.html" target="template"><span class="trait">(trait)</span><span class="tplLink">KernelMatrix</span></a></li><li title="io.github.mandar2812.dynaml.algebra.SVMKernelMatrix"><div class="placeholder"></div><a class="tplshow" href="io/github/mandar2812/dynaml/analysis/SVMKernelMatrix.html" target="template"><span class="class">(class)</span><span class="tplLink">SVMKernelMatrix</span></a></li><li title="io.github.mandar2812.dynaml.analysis.VectorField"><a class="tplshow" href="io/github/mandar2812/dynaml/analysis/VectorField$.html" target="template"><span class="object">(object)</span></a><a class="tplshow" href="io/github/mandar2812/dynaml/analysis/VectorField.html" target="template"><span class="class">(class)</span><span class="tplLink">VectorField</span></a></li></ol>
             <ol class="packages"> </ol>
           </li><li class="pack" title="io.github.mandar2812.dynaml.dataformat">
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/analysis/package.html

@@ -66,7 +66,7 @@ <h4 id="signature" class="signature">
 
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-              <ol><li name="io.github.mandar2812.dynaml.analysis.KernelMatrix" visbl="pub" data-isabs="true" fullComment="no" group="Ungrouped">
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       <a id="KernelMatrix[T]:KernelMatrix[T]"></a>
       <h4 class="signature">
@@ -84,7 +84,7 @@ <h4 class="signature">
     </span>
       <p class="shortcomment cmt">Defines a trait which outlines the basic
 functionality of Kernel Matrices.</p>
-    </li><li name="io.github.mandar2812.dynaml.analysis.SVMKernelMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
+    </li><li name="io.github.mandar2812.dynaml.algebra.SVMKernelMatrix" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped">
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/AnovaCovFunc.html

@@ -280,10 +280,10 @@ <h4 class="signature">
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+        <span class="name">buildKernelMatrix</span><span class="tparams">[<span name="S">S &lt;: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Double">Double</span>]</span>]</span><span class="params">(<span name="mappedData">mappedData: <span class="extype" name="io.github.mandar2812.dynaml.kernels.LocalSVMKernel.buildKernelMatrix.S">S</span></span>, <span name="length">length: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="../analysis/KernelMatrix.html" class="extype" name="io.github.mandar2812.dynaml.algebra.KernelMatrix">KernelMatrix</a>[<span class="extype" name="breeze.linalg.DenseMatrix">DenseMatrix</span>[<span class="extype" name="scala.Double">Double</span>]]</span>
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       </h4><span class="permalink">
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/AnovaKernel.html

@@ -280,10 +280,10 @@ <h4 class="signature">
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+        <span class="name">buildKernelMatrix</span><span class="tparams">[<span name="S">S &lt;: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="breeze.linalg.DenseVector">DenseVector</span>[<span class="extype" name="scala.Double">Double</span>]]</span>]</span><span class="params">(<span name="mappedData">mappedData: <span class="extype" name="io.github.mandar2812.dynaml.kernels.LocalSVMKernel.buildKernelMatrix.S">S</span></span>, <span name="length">length: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="../analysis/KernelMatrix.html" class="extype" name="io.github.mandar2812.dynaml.algebra.KernelMatrix">KernelMatrix</a>[<span class="extype" name="breeze.linalg.DenseMatrix">DenseMatrix</span>[<span class="extype" name="scala.Double">Double</span>]]</span>
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/CauchyCovFunc.html

@@ -280,10 +280,10 @@ <h4 class="signature">
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+        <span class="name">buildKernelMatrix</span><span class="tparams">[<span name="S">S &lt;: <span class="extype" name="scala.Seq">Seq</span>[<span class="extype" name="scala.Double">Double</span>]</span>]</span><span class="params">(<span name="mappedData">mappedData: <span class="extype" name="io.github.mandar2812.dynaml.kernels.LocalSVMKernel.buildKernelMatrix.S">S</span></span>, <span name="length">length: <span class="extype" name="scala.Int">Int</span></span>)</span><span class="result">: <a href="../analysis/KernelMatrix.html" class="extype" name="io.github.mandar2812.dynaml.algebra.KernelMatrix">KernelMatrix</a>[<span class="extype" name="breeze.linalg.DenseMatrix">DenseMatrix</span>[<span class="extype" name="scala.Double">Double</span>]]</span>
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/CauchyKernel.html

@@ -282,10 +282,10 @@ <h4 class="signature">
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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/CoRegCauchyKernel.html

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docs/api_docs/dynaml-core/io/github/mandar2812/dynaml/kernels/CoRegDiracKernel.html

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