Start implementing search of nearest neighbor.

src/main/java/azgracompress/kdtree/KDNode.java

src/main/java/azgracompress/kdtree/KDTree.java

src/main/java/azgracompress/kdtree/KDTreeBuilder.java

src/main/java/azgracompress/kdtree/TerminalKDNode.java