Fix main cmake and tests cmake

CMakeLists.txt

@@ -74,12 +74,12 @@ set(HEADERS
 # Create library
 add_library(svm_classifier STATIC ${SOURCES} ${HEADERS})
 
-# Link libraries
+# Link libraries with PRIVATE linkage to avoid export issues
 target_link_libraries(svm_classifier 
     PUBLIC 
         ${TORCH_LIBRARIES}
-        nlohmann_json::nlohmann_json
     PRIVATE
+        nlohmann_json::nlohmann_json
         libsvm_static
         liblinear_static
 )
@@ -100,9 +100,6 @@ target_compile_features(svm_classifier PUBLIC cxx_std_17)
 # Set torch CXX flags
 set_property(TARGET svm_classifier PROPERTY CXX_STANDARD 17)
 
-# Add examples
-add_subdirectory(examples)
-
 # Set default installation paths
 include(GNUInstallDirs)
 set(CMAKE_INSTALL_DOCDIR ${CMAKE_INSTALL_DATAROOTDIR}/doc/${PROJECT_NAME})
@@ -175,43 +172,93 @@ if(BUILD_DOCUMENTATION OR DOXYGEN_FOUND)
     endif()
 endif()
 
+# Memory check target (if valgrind is available)
+find_program(VALGRIND valgrind)
+if(VALGRIND)
+    add_custom_target(test_memcheck
+        COMMAND ${VALGRIND} --tool=memcheck --leak-check=full --show-leak-kinds=all --track-origins=yes --verbose --error-exitcode=1 $<TARGET_FILE:svm_classifier_tests>
+        DEPENDS svm_classifier_tests
+        COMMENT "Running memory check with Valgrind"
+    )
+    message(STATUS "Memory check target 'test_memcheck' available")
+endif()
+
+# Performance profiling target (if perf is available)
+find_program(PERF perf)
+if(PERF)
+    add_custom_target(test_profile
+        COMMAND ${PERF} record --call-graph=dwarf $<TARGET_FILE:svm_classifier_tests>
+        DEPENDS svm_classifier_tests
+        COMMENT "Running performance profiling with perf"
+    )
+    message(STATUS "Performance profiling target 'test_profile' available")
+endif()
+
 # Enable testing
 enable_testing()
 add_subdirectory(tests)
 
-# Installation
+# Add examples
+add_subdirectory(examples)
+
+# Installation - Fixed version
 install(TARGETS svm_classifier
     EXPORT SVMClassifierTargets
-    LIBRARY DESTINATION lib
-    ARCHIVE DESTINATION lib
-    RUNTIME DESTINATION bin
-    INCLUDES DESTINATION include
+    LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR}
+    ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR}
+    RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR}
+    INCLUDES DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
 )
 
-install(DIRECTORY include/ DESTINATION include)
+install(DIRECTORY include/ DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
 
-install(EXPORT SVMClassifierTargets
-    FILE SVMClassifierTargets.cmake
-    NAMESPACE SVMClassifier::
-    DESTINATION lib/cmake/SVMClassifier
-)
+# Create package configuration files
+include(CMakePackageConfigHelpers)
 
 # Create config file
-include(CMakePackageConfigHelpers)
+configure_package_config_file(
+    "${CMAKE_CURRENT_SOURCE_DIR}/cmake/SVMClassifierConfig.cmake.in"
+    "${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfig.cmake"
+    INSTALL_DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/SVMClassifier
+)
+
+# Create version file
 write_basic_package_version_file(
-    SVMClassifierConfigVersion.cmake
-    VERSION ${PACKAGE_VERSION}
+    "${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfigVersion.cmake"
+    VERSION ${PROJECT_VERSION}
     COMPATIBILITY AnyNewerVersion
 )
 
-configure_package_config_file(
-    ${CMAKE_CURRENT_SOURCE_DIR}/cmake/SVMClassifierConfig.cmake.in
-    ${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfig.cmake
-    INSTALL_DESTINATION lib/cmake/SVMClassifier
+# Install config files
+install(FILES
+    "${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfig.cmake"
+    "${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfigVersion.cmake"
+    DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/SVMClassifier
 )
 
-install(FILES
-    ${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfig.cmake
-    ${CMAKE_CURRENT_BINARY_DIR}/SVMClassifierConfigVersion.cmake
-    DESTINATION lib/cmake/SVMClassifier
-)
+# Install export targets
+install(EXPORT SVMClassifierTargets
+    FILE SVMClassifierTargets.cmake
+    NAMESPACE SVMClassifier::
+    DESTINATION ${CMAKE_INSTALL_LIBDIR}/cmake/SVMClassifier
+)
+
+# Package configuration
+set(CPACK_PACKAGE_NAME "SVMClassifier")
+set(CPACK_PACKAGE_VERSION ${PROJECT_VERSION})
+set(CPACK_PACKAGE_DESCRIPTION_SUMMARY "High-performance SVM classifier with scikit-learn compatible API")
+set(CPACK_PACKAGE_VENDOR "SVMClassifier Development Team")
+set(CPACK_RESOURCE_FILE_README ${CMAKE_SOURCE_DIR}/README.md)
+
+# Platform-specific package settings
+if(WIN32)
+    set(CPACK_GENERATOR "NSIS;ZIP")
+elseif(APPLE)
+    set(CPACK_GENERATOR "TGZ;DragNDrop")
+else()
+    set(CPACK_GENERATOR "TGZ;DEB;RPM")
+    set(CPACK_DEBIAN_PACKAGE_DEPENDS "libc6, libstdc++6, libblas3, liblapack3")
+    set(CPACK_RPM_PACKAGE_REQUIRES "glibc, libstdc++, blas, lapack")
+endif()
+
+include(CPack)