Modeling LSH For Performance Tuning

src/mlpack/methods/CMakeLists.txt

@@ -36,6 +36,7 @@ set(DIRS
   local_coordinate_coding
   logistic_regression
   lsh
+  lsh_model
 #  mvu
   matrix_completion
   naive_bayes

src/mlpack/methods/lsh/lsh_search.hpp

@@ -1,6 +1,7 @@
 /**
  * @file lsh_search.hpp
  * @author Parikshit Ram
+ * @author Yannis Mentekidis
  *
  * Defines the LSHSearch class, which performs an approximate
  * nearest neighbor search for a queries in a query set

src/mlpack/methods/lsh_model/CMakeLists.txt

@@ -0,0 +1,19 @@
+# Define the files we need to compile.
+# Anything not in this list will not be compiled into mlpack.
+set(SOURCES
+  # LSH-model class
+  lshmodel.hpp
+  lshmodel_impl.hpp
+)
+
+# Add directory name to sources.
+set(DIR_SRCS)
+foreach(file ${SOURCES})
+  set(DIR_SRCS ${DIR_SRCS} ${CMAKE_CURRENT_SOURCE_DIR}/${file})
+endforeach()
+# Append sources (with directory name) to list of all mlpack sources (used at
+# the parent scope).
+set(MLPACK_SRCS ${MLPACK_SRCS} ${DIR_SRCS} PARENT_SCOPE)
+
+# The code that models LSH to return a set of parameters that works well.
+add_cli_executable(lshmodel)