diff --git a/ports/crfsuite/CMakeLists.txt b/ports/crfsuite/CMakeLists.txt
new file mode 100644
index 000000000..81ede0ba5
--- /dev/null
+++ b/ports/crfsuite/CMakeLists.txt
@@ -0,0 +1,65 @@
+cmake_minimum_required(VERSION 3.12 FATAL_ERROR)
+PROJECT(crfsuite)
+                          
+file(GLOB SOURCE_FILE_CQDB
+        "lib/cqdb/src/*.c"
+)
+file(GLOB HEADERS_FILE_CQDB
+        "lib/cqdb/include/*.h"
+)
+
+file(GLOB SOURCE_FILE_CRF
+        "lib/crf/src/*.c"
+)
+file(GLOB HEADERS_FILE_CRF
+        "lib/crf/src/*.h"
+)
+file(GLOB SOURCE_FILE_FRONTEND
+	"frontend/*.c"
+)
+file(GLOB HEADERS_FILE_FRONTEND
+	"frontend/*.h"        
+)
+file(GLOB SOURCE_FILE
+	"swig/*.cpp"
+        "frontend/*.c"
+)
+file(GLOB HEADERS_FILE
+	"include/*.h"        
+        "include/*.hpp"
+        "frontend/*.h"  
+)
+
+find_library(LBFGS_LIBRARY lbfgs)
+
+include_directories(lib/cqdb/include/)
+include_directories(include/)
+include_directories(win32/liblbfgs/)
+
+
+add_library (cqdb STATIC ${SOURCE_FILE_CQDB} ${HEADERS_FILE_CQDB})
+add_library (crf STATIC ${SOURCE_FILE_CRF} ${HEADERS_FILE_CRF})
+add_library (crfsuite STATIC ${SOURCE_FILE} ${HEADERS_FILE})
+
+target_link_libraries(crf PUBLIC cqdb ${LBFGS_LIBRARY})
+target_link_libraries(crfsuite PUBLIC crf)
+
+
+install(TARGETS cqdb crf crfsuite
+    RUNTIME DESTINATION bin
+    ARCHIVE DESTINATION lib
+    LIBRARY DESTINATION lib
+)
+
+if (WIN32)
+add_executable(frontend  ${SOURCE_FILE_FRONTEND} ${HEADERS_FILE_FRONTEND})
+target_link_libraries(frontend PUBLIC crf)
+install(TARGETS frontend 
+    RUNTIME DESTINATION tools
+    ARCHIVE DESTINATION lib
+    LIBRARY DESTINATION lib
+)
+endif()
+
+
+install(FILES ${HEADERS_FILE}  ${HEADERS_FILE_CQDB}  ${HEADERS_FILE_CRF}  ${HEADERS_FILE_FRONTEND} DESTINATION include)
\ No newline at end of file
diff --git a/ports/crfsuite/CONTROL b/ports/crfsuite/CONTROL
new file mode 100644
index 000000000..30a261551
--- /dev/null
+++ b/ports/crfsuite/CONTROL
@@ -0,0 +1,5 @@
+Source: crfsuite
+Version: 2019-07-21
+Homepage: http://www.chokkan.org/software/crfsuite/
+Build-Depends: liblbfgs
+Description:  CRFSuite is an implementation of Conditional Random Fields (CRFs) for labeling sequential data.
\ No newline at end of file
diff --git a/ports/crfsuite/portfile.cmake b/ports/crfsuite/portfile.cmake
new file mode 100644
index 000000000..8002707a6
--- /dev/null
+++ b/ports/crfsuite/portfile.cmake
@@ -0,0 +1,33 @@
+if (VCPKG_TARGET_TRIPLET STREQUAL "x64-uwp" OR VCPKG_TARGET_TRIPLET STREQUAL "arm-uwp")
+    message(FATAL_ERROR "crfsuite does not support on this platform")
+endif()
+
+
+include(vcpkg_common_functions)
+
+vcpkg_check_linkage(ONLY_STATIC_LIBRARY)
+
+vcpkg_from_github(
+    OUT_SOURCE_PATH SOURCE_PATH
+    REPO chokkan/crfsuite
+    REF 5d1bd3b803bb26582ed5cc274d6b5af6cc7f9cae
+    SHA512   e7f329f96fb0dc0e347b3e7a3e26b23ceb45e6fae7b59ace05633a24d58a31665826ebc5280e5a864f50598772791e4b5b3e7da7f46994655cbe03806f823f73
+    HEAD_REF master
+)
+
+
+list(REMOVE_ITEM SOURCE_FILE ${SOURCE_PATH}/win32/liblbfgs/lbfgs.lib)
+list(REMOVE_ITEM SOURCE_FILE ${SOURCE_PATH}/win32/liblbfgs/lbfgs_debug.lib)
+
+file(COPY ${CMAKE_CURRENT_LIST_DIR}/CMakeLists.txt DESTINATION ${SOURCE_PATH})
+
+vcpkg_configure_cmake(
+    SOURCE_PATH ${SOURCE_PATH}
+    PREFIX_NINJA
+)
+vcpkg_install_cmake()
+vcpkg_copy_pdbs()
+
+file(REMOVE_RECURSE ${CURRENT_PACKAGES_DIR}/debug/include)
+
+file(INSTALL ${SOURCE_PATH}/COPYING DESTINATION ${CURRENT_PACKAGES_DIR}/share/crfsuite RENAME copyright)
\ No newline at end of file