diff --git a/CMakeLists.txt b/CMakeLists.txt
index 518d433933315291f59bc60126bbeca9d6b5a707..a95962d5874c2d1100f5adae0c3faf77cb645d91 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,40 +1,38 @@
-cmake_minimum_required(VERSION 3.0)
+CMAKE_MINIMUM_REQUIRED(VERSION 3.1)
 
+# Project properties
 SET(PROJECT_NAME hpp-centroidal-dynamics)
 SET(PROJECT_DESCRIPTION
   "Utility classes for testing (robust) equilibrium of a system in contact with the environment, and other centroidal dynamics methods."
   )
 
+# Project options
+OPTION(BUILD_PYTHON_INTERFACE "Build the python bindings" ON)
+
+# Project configuration
+SET(PROJECT_USE_CMAKE_EXPORT TRUE)
+SET(CUSTOM_HEADER_DIR "hpp/centroidal-dynamics")
+SET(CXX_DISABLE_WERROR TRUE)
+
+# JRL-cmakemodule setup
 INCLUDE(cmake/hpp.cmake)
-INCLUDE(cmake/test.cmake)
 INCLUDE(cmake/python.cmake)
 INCLUDE(cmake/boost.cmake)
 
-SET(CUSTOM_HEADER_DIR "hpp/centroidal-dynamics")
-
+# Project definition
 COMPUTE_PROJECT_ARGS(PROJECT_ARGS LANGUAGES CXX)
 PROJECT(${PROJECT_NAME} ${PROJECT_ARGS})
 
-# Inhibit all warning messages.
-#set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -w")
-
-# remove flag that makes all warnings into errors
-string (REPLACE "-Werror" "" CMAKE_CXX_FLAGS ${CMAKE_CXX_FLAGS})
-MESSAGE( STATUS "CMAKE_CXX_FLAGS: " ${CMAKE_CXX_FLAGS} )
-
-OPTION (BUILD_PYTHON_INTERFACE "Build the python binding" ON)
 IF(BUILD_PYTHON_INTERFACE)
-  # search for python
   FINDPYTHON()
-  include_directories(SYSTEM ${PYTHON_INCLUDE_DIRS} )
-
+  STRING(REGEX REPLACE "-" "_" PY_NAME ${PROJECT_NAME})
+  ADD_PROJECT_DEPENDENCY(eigenpy REQUIRED)
   SET(BOOST_COMPONENTS python)
   SEARCH_FOR_BOOST()
-  include_directories(SYSTEM ${Boost_INCLUDE_DIR} )
 ENDIF(BUILD_PYTHON_INTERFACE)
 
-ADD_REQUIRED_DEPENDENCY("eigen3")
-INCLUDE_DIRECTORIES(${EIGEN3_INCLUDE_DIR})
+# Project dependencies
+ADD_PROJECT_DEPENDENCY(Eigen3 REQUIRED PKG_CONFIG_REQUIRES eigen3)
 
 set(CMAKE_MODULE_PATH
   ${PROJECT_SOURCE_DIR}/cmake/find-external/CDD
@@ -47,21 +45,50 @@ find_package(qpOASES REQUIRED)
 find_package(CLP)
 
 IF("${CLP_LIBRARY}" STREQUAL "CLP_LIBRARY-NOTFOUND")
-  message(STATUS "CLP_LIBRARY equal to CLP_LIBRARY-NOTFOUND so I assume CLP was not found ")
-else()
+  MESSAGE(STATUS "CLP_LIBRARY equal to CLP_LIBRARY-NOTFOUND so I assume CLP was not found ")
+ELSE()
   message(STATUS "CLP library found, defining macro CLP_FOUND")
   add_definitions(-DCLP_FOUND)
-endif()
+ENDIF()
+
+# Main Library
+SET(${PROJECT_NAME}_HEADERS
+  include/${CUSTOM_HEADER_DIR}/local_config.hh
+  include/${CUSTOM_HEADER_DIR}/util.hh
+  include/${CUSTOM_HEADER_DIR}/logger.hh
+  include/${CUSTOM_HEADER_DIR}/solver_LP_abstract.hh
+  include/${CUSTOM_HEADER_DIR}/solver_LP_qpoases.hh
+  include/${CUSTOM_HEADER_DIR}/solver_LP_clp.hh
+  include/${CUSTOM_HEADER_DIR}/centroidal_dynamics.hh
+  include/${CUSTOM_HEADER_DIR}/stop-watch.hh
+  )
+
+SET(${PROJECT_NAME}_SOURCES
+  src/centroidal_dynamics.cpp
+  src/solver_LP_abstract.cpp
+  src/solver_LP_qpoases.cpp
+  src/solver_LP_clp.cpp
+  src/util.cpp
+  src/logger.cpp
+  src/stop-watch.cpp
+  )
+
+ADD_LIBRARY(${PROJECT_NAME} SHARED
+  ${${PROJECT_NAME}_SOURCES} ${${PROJECT_NAME}_HEADERS})
+TARGET_INCLUDE_DIRECTORIES(${PROJECT_NAME} PUBLIC $<INSTALL_INTERFACE:include>)
+TARGET_INCLUDE_DIRECTORIES(${PROJECT_NAME} SYSTEM PUBLIC
+    ${EIGEN3_INCLUDE_DIR} ${CDD_INCLUDE_DIRS} ${qpOASES_INCLUDE_DIRS})
+TARGET_LINK_LIBRARIES(${PROJECT_NAME} ${CDD_LIBRARIES} ${qpOASES_LIBRARY})
 
 IF(CLP_FOUND)
-  ADD_DEFINITIONS(-DCLP_FOUND)
-  INCLUDE_DIRECTORIES(SYSTEM "${CLP_INCLUDE_DIR}")
-ENDIF()
+  TARGET_INCLUDE_DIRECTORIES(${PROJECT_NAME} SYSTEM "${CLP_INCLUDE_DIR}")
+  TARGET_LINK_LIBRARIES(${PROJECT_NAME} ${CLP_LIBRARIES}
+    /usr/lib/libCoinUtils.so)
+ENDIF(CLP_FOUND)
 
+INSTALL(TARGETS ${PROJECT_NAME} EXPORT ${TARGETS_EXPORT_NAME} DESTINATION lib)
 
-ADD_SUBDIRECTORY (include/${CUSTOM_HEADER_DIR})
-add_subdirectory (src)
-add_subdirectory (test)
+ADD_SUBDIRECTORY(test)
 IF(BUILD_PYTHON_INTERFACE)
-  add_subdirectory (python)
+  ADD_SUBDIRECTORY(python)
 ENDIF(BUILD_PYTHON_INTERFACE)
diff --git a/cmake b/cmake
index 7eca9ee6c9d1c4ee20eb82272e94f9d11642053a..7ab756beff8729739c45731dfc1edb6f88d2dbc8 160000
--- a/cmake
+++ b/cmake
@@ -1 +1 @@
-Subproject commit 7eca9ee6c9d1c4ee20eb82272e94f9d11642053a
+Subproject commit 7ab756beff8729739c45731dfc1edb6f88d2dbc8
diff --git a/include/hpp/centroidal-dynamics/CMakeLists.txt b/include/hpp/centroidal-dynamics/CMakeLists.txt
deleted file mode 100644
index b2b70d8f46b37cec094f509e34a2dfd28ee7ea1a..0000000000000000000000000000000000000000
--- a/include/hpp/centroidal-dynamics/CMakeLists.txt
+++ /dev/null
@@ -1,16 +0,0 @@
-# Declare Headers
-SET(${PROJECT_NAME}_HEADERS
-  local_config.hh
-  util.hh
-  logger.hh
-  solver_LP_abstract.hh
-  solver_LP_qpoases.hh
-  solver_LP_clp.hh
-  centroidal_dynamics.hh
-  stop-watch.hh
-  )
-
-INSTALL(FILES
-  ${${PROJECT_NAME}_HEADERS}
-  DESTINATION include/hpp/centroidal-dynamics
-  )
diff --git a/python/CMakeLists.txt b/python/CMakeLists.txt
index 24449719a31d5f1b59d205c4aaa0c83d6457ffd5..3776061f24f8449139fa799bf835e2e202602f96 100644
--- a/python/CMakeLists.txt
+++ b/python/CMakeLists.txt
@@ -1,21 +1,14 @@
-STRING(REGEX REPLACE "-" "_" PY_NAME ${PROJECT_NAME})
-
-ADD_REQUIRED_DEPENDENCY("eigenpy")
-
 # Define the wrapper library that wraps our library
-add_library( ${PY_NAME} SHARED centroidal_dynamics_python )
-target_link_libraries( ${PY_NAME} ${Boost_LIBRARIES} ${PROJECT_NAME} )
+ADD_LIBRARY(${PY_NAME} SHARED centroidal_dynamics_python)
+TARGET_LINK_LIBRARIES(${PY_NAME} ${Boost_LIBRARIES} ${PROJECT_NAME} eigenpy::eigenpy)
 # don't prepend wrapper library name with lib
-set_target_properties( ${PY_NAME} PROPERTIES PREFIX "" )
+SET_TARGET_PROPERTIES(${PY_NAME} PROPERTIES PREFIX "")
 
 IF(APPLE)
   # We need to change the extension for python bindings
   SET_TARGET_PROPERTIES(${PY_NAME} PROPERTIES SUFFIX ".so")
 ENDIF(APPLE)
-PKG_CONFIG_USE_DEPENDENCY(${PY_NAME} eigenpy)
 
-INSTALL(
-  TARGETS ${PY_NAME} DESTINATION ${PYTHON_SITELIB}
-  )
+INSTALL(TARGETS ${PY_NAME} DESTINATION ${PYTHON_SITELIB})
 
 ADD_PYTHON_UNIT_TEST("python-centroidal-dynamics" "python/test/binding_tests.py" "python")
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
deleted file mode 100644
index 8c9add5a4bfa6c8a9bb41499a498a944990d8bd4..0000000000000000000000000000000000000000
--- a/src/CMakeLists.txt
+++ /dev/null
@@ -1,31 +0,0 @@
-cmake_minimum_required(VERSION 2.6)
-
-if(CLP_FOUND)
-  include_directories("${CLP_INCLUDE_DIR}")
-endif()
-
-
-SET(LIBRARY_NAME ${PROJECT_NAME})
-
-SET(${LIBRARY_NAME}_SOURCES
-  centroidal_dynamics.cpp
-  solver_LP_abstract.cpp
-  solver_LP_qpoases.cpp
-  solver_LP_clp.cpp
-  util.cpp
-  logger.cpp
-  stop-watch.cpp
-  )
-
-ADD_LIBRARY(${LIBRARY_NAME} SHARED ${${LIBRARY_NAME}_SOURCES})
-
-TARGET_LINK_LIBRARIES(${LIBRARY_NAME} ${CDD_LIBRARIES} ${qpOASES_LIBRARY})
-TARGET_INCLUDE_DIRECTORIES(${LIBRARY_NAME} SYSTEM PUBLIC ${CDD_INCLUDE_DIRS} ${qpOASES_INCLUDE_DIRS})
-PKG_CONFIG_USE_DEPENDENCY(${LIBRARY_NAME} eigen3)
-
-if(CLP_FOUND)
-  TARGET_LINK_LIBRARIES(${LIBRARY_NAME} ${CLP_LIBRARIES}
-    /usr/lib/libCoinUtils.so)
-endif()
-
-INSTALL(TARGETS ${LIBRARY_NAME} DESTINATION lib)
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index c1f536ff49802b29544f2be83482d953b2c11f5b..8d8bcb5de238dabc20348758bb3807826b38fc50 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -1,16 +1,8 @@
-cmake_minimum_required(VERSION 2.6)
-
-
-# Make Boost.Test generates the main function in test cases.
-#ADD_DEFINITIONS(-DBOOST_TEST_DYN_LINK -DBOOST_TEST_MAIN)
-
 ADD_UNIT_TEST(static-equilibrium test_static_equilibrium)
-PKG_CONFIG_USE_DEPENDENCY(static-equilibrium eigen3)
 TARGET_LINK_LIBRARIES(static-equilibrium ${PROJECT_NAME})
 
 ADD_UNIT_TEST(lp-solvers test_LP_solvers)
-PKG_CONFIG_USE_DEPENDENCY(lp-solvers eigen3)
-TARGET_LINK_LIBRARIES(lp-solvers ${PROJECT_NAME} ${QPOASES_LIBRARY})
+TARGET_LINK_LIBRARIES(lp-solvers ${PROJECT_NAME})
 
 IF(NOT ${PROJECT_SOURCE_DIR} STREQUAL ${PROJECT_BINARY_DIR})
     ADD_CUSTOM_TARGET(link_target ALL COMMAND ${CMAKE_COMMAND} -E create_symlink