diff --git a/.gitignore b/.gitignore
index f37378e300efeb5362882eb8d6eb59f028563a0e..aa7d881c875e9ff5721f68d8b99d3f5992a0fd1a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,8 @@ __pycache__
 *.pyc
 *.egg-info
 dist*/
+wheelhouse/*
+_version.py
 
 # Mermaid
 *.mmd
@@ -19,4 +21,4 @@ dist*/
 xml*/
 
 # ONNX
-*.onnx
\ No newline at end of file
+*.onnx
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 420442101a3892683f52e28e3bc9c8022abbcab5..21edf9b250c9f3a9094d1eb5f0f4bf213412fc0c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,21 +1,22 @@
 ###############################################################################
-#            Aidge Continious Integration and Continious Deployment            #
+#            Aidge Continuous Integration and Continious Deployment            #
 #                                                                             #
 ###############################################################################
 
 stages:
-  # Analyse code
   - static_analysis
-  # Build Aidge
   - build
-  # Unit test stage
   - test
-  # Code coverage
   - coverage
+  - release
 
 include:
-  - local: '/.gitlab/ci/_global.gitlab-ci.yml'
-  # - local: '/.gitlab/ci/static_analysis.gitlab-ci.yml'
-  - local: '/.gitlab/ci/build.gitlab-ci.yml'
-  - local: '/.gitlab/ci/test.gitlab-ci.yml'
-  # - local: '/.gitlab/ci/coverage.gitlab-ci.yml'
+  - project: 'eclipse/aidge/gitlab_shared_files' 
+    ref: 'feat/release_pip'
+    file: 
+      # choose which jobs to run by including the corresponding files.
+      - '.gitlab/ci/ubuntu_cpp.gitlab-ci.yml'
+      - '.gitlab/ci/ubuntu_python.gitlab-ci.yml'
+      - '.gitlab/ci/windows_cpp.gitlab-ci.yml'
+      - '.gitlab/ci/windows_python.gitlab-ci.yml'
+    
diff --git a/.gitlab/ci/_global.gitlab-ci.yml b/.gitlab/ci/_global.gitlab-ci.yml
deleted file mode 100644
index 331373fe0f27e7750183eb2e76fe83300cf316a8..0000000000000000000000000000000000000000
--- a/.gitlab/ci/_global.gitlab-ci.yml
+++ /dev/null
@@ -1,24 +0,0 @@
-################################################################################
-# Centralized definitions of common job parameter values.                      #
-# Parameters with many optional configurations may be in separate files.       #
-#                                                                              #
-################################################################################
-variables:
-  GIT_SUBMODULE_STRATEGY: recursive
-  OMP_NUM_THREADS: 4
-  GIT_SSL_NO_VERIFY: 1
-  DEBIAN_FRONTEND: noninteractive
-
-# See https://docs.gitlab.com/ee/ci/yaml/workflow.html#switch-between-branch-pipelines-and-merge-request-pipelines
-workflow:
-  rules:
-    - if: $CI_PIPELINE_SOURCE == "merge_request_event"
-    - if: $CI_COMMIT_BRANCH && $CI_OPEN_MERGE_REQUESTS
-      when: never
-    - if: $CI_COMMIT_BRANCH
-
-default:
-  image: nvidia/cuda:12.2.0-devel-ubuntu22.04
-  before_script:
-    - apt update
-    - apt install -y cmake cppcheck python-is-python3 pip git gcovr unzip curl
diff --git a/.gitlab/ci/build.gitlab-ci.yml b/.gitlab/ci/build.gitlab-ci.yml
deleted file mode 100644
index 18963ced1084c56c1e4c04dceec735126bba962a..0000000000000000000000000000000000000000
--- a/.gitlab/ci/build.gitlab-ci.yml
+++ /dev/null
@@ -1,214 +0,0 @@
-include:
-  - remote: 'https://gitlab.eclipse.org/eclipse/aidge/gitlab_shared_files/-/raw/main/.gitlab/ci/shared_script.gitlab-ci.yml'
-
-build:ubuntu_cpp:
-  stage: build
-  needs: []
-  tags:
-    - docker
-  script:
-    # Download dependencies
-    # aidge_core
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_cpp"
-    - !reference [.download_dependency, script]
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - mkdir -p build_cpp
-    - cd build_cpp
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - build_cpp/
-      - install_cpp/
-
-build:ubuntu_cpp_g++10:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_cpp"
-    - !reference [.download_dependency, script]
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y g++-10
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/g++-10
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_g++12:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_cpp"
-    - !reference [.download_dependency, script]
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y g++-12
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/g++-12
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_clang12:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_cpp"
-    - !reference [.download_dependency, script]
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y clang-12
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/clang++-12
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_cpp_clang15:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_cpp"
-    - !reference [.download_dependency, script]
-
-    # Build current module
-    - export CMAKE_PREFIX_PATH=../install_cpp
-    - apt install -y clang-15
-    - mkdir -p build_cpp
-    - mkdir -p install_cpp
-    - cd build_cpp
-    - export CXX=/usr/bin/clang++-15
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug -DWERROR=ON -DCOVERAGE=ON ..
-    - make -j4 all install
-
-build:ubuntu_python:
-  stage: build
-  needs: []
-  tags:
-    - docker
-
-  script:
-    # Download dependencies
-    # aidge_core (Python)
-    - DEPENDENCY_NAME="aidge_core"
-    - DEPENDENCY_JOB="build:ubuntu_python"
-    - !reference [.download_dependency, script]
-
-    - python3 -m pip install virtualenv
-    - virtualenv venv
-    - source venv/bin/activate
-    - python3 -m pip install -r requirements.txt
-    - python3 -m pip install .
-    - python3 -m pip install numpy unittest-xml-reporting
-    - python3 -m pip list
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - venv/
-
-build:windows_cpp:
-  stage: build
-  needs: []
-  tags:
-    - windows
-
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install git -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    # Download dependencies
-    # aidge_core
-    - $DEPENDENCY_NAME="aidge_core"
-    - $DEPENDENCY_JOB="build:windows_cpp"
-    - !reference [.download_dependency_windows, script]
-    - Remove-Item .\build_cpp\ -Recurse -Force -ErrorAction Ignore
-
-    - $env:CMAKE_PREFIX_PATH = '../install_cpp'
-    - mkdir -p build_cpp
-    - cd build_cpp
-    - cmake -DCMAKE_INSTALL_PREFIX:PATH=../install_cpp -DCMAKE_BUILD_TYPE=Debug ..
-    - cmake --build . -j2
-    - cmake --install . --config Debug
-
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - build_cpp/
-      - install_cpp/
-
-build:windows_python:
-  stage: build
-  needs: []
-  tags:
-    - windows
-
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install git -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    # Download dependencies
-    # aidge_core (Python)
-    - $DEPENDENCY_NAME="aidge_core"
-    - $DEPENDENCY_JOB="build:windows_python"
-    - !reference [.download_dependency_windows, script]
-
-    - python -m pip install virtualenv
-    - virtualenv venv
-    - venv\Scripts\Activate.ps1
-    - python -m pip install -r requirements.txt
-    - python -m pip install .
-  artifacts:
-    expire_in: 1 week
-    paths:
-      - venv/
diff --git a/.gitlab/ci/cibuildwheel_build_deps_before_build_wheel.sh b/.gitlab/ci/cibuildwheel_build_deps_before_build_wheel.sh
new file mode 100755
index 0000000000000000000000000000000000000000..ed3d542bd53ebcac00824da3316e2b5e7337fd3a
--- /dev/null
+++ b/.gitlab/ci/cibuildwheel_build_deps_before_build_wheel.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+set -x
+set -e
+for repo in $AIDGE_DEPENDENCIES ; do # ${AIDGE_DEPENDENCIES} is defined in the pyproject.toml
+  REPO_PATH=$(find /host -type d -name $repo \
+                               -not -path '*proc*' \
+                               -not -path '*install*' \
+                               -not -path '*.git*' \
+                               -not -path '*miniconda*' \
+                               -not -path '*.local*' \
+                               -not -path "*lib*" \
+                               -not -path "*/$repo/$repo" \
+                               -print -quit) 
+
+  cd $REPO_PATH
+  mkdir -p build # creating build if its not already there to hold the build of cpp files
+  rm -rf build/* # build from scratch
+  pip install . -v
+done
+set +x
+set +e
diff --git a/.gitlab/ci/coverage.gitlab-ci.yml b/.gitlab/ci/coverage.gitlab-ci.yml
deleted file mode 100644
index 33547fc3f52771c456fba3d34a6e8d96eebafd8a..0000000000000000000000000000000000000000
--- a/.gitlab/ci/coverage.gitlab-ci.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-coverage:ubuntu_cpp:
-  stage: coverage
-  needs: ["build:ubuntu_cpp"]
-  tags:
-    - docker
-  script:
-    - cd build_cpp
-    - ctest --output-on-failure
-    # HTML report for visualization
-    - gcovr --html-details --exclude-unreachable-branches -o coverage.html --root ${CI_PROJECT_DIR} --filter '\.\./include/' --filter '\.\./src/'
-    # Coberta XML report for Gitlab integration
-    - gcovr --xml-pretty --exclude-unreachable-branches --print-summary -o coverage.xml --root ${CI_PROJECT_DIR} --filter '\.\./include/' --filter '\.\./src/'
-  coverage: /^\s*lines:\s*\d+.\d+\%/
-  artifacts:
-    name: ${CI_JOB_NAME}-${CI_COMMIT_REF_NAME}-${CI_COMMIT_SHA}
-    expire_in: 2 days
-    reports:
-      coverage_report:
-        coverage_format: cobertura
-        path: build_cpp/coverage.xml
-
-coverage:ubuntu_python:
-  stage: coverage
-  needs: ["build:ubuntu_python"]
-  tags:
-    - docker
-  script:
-    - source venv/bin/activate
-    - python3 -m pip install numpy coverage
-    - cd ${CI_PROJECT_NAME}
-    # Retrieve the installation path of the module, since it is installed with pip.
-    - export MODULE_LOCATION=`python -c "import ${CI_PROJECT_NAME} as _; print(_.__path__[0])"`
-    - python3 -m coverage run --source=$MODULE_LOCATION -m unittest discover -s unit_tests/ -v -b
-    - python3 -m coverage report
-    - python3 -m coverage xml
-  coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
-  artifacts:
-    reports:
-      coverage_report:
-        coverage_format: cobertura
-        path: ${CI_PROJECT_NAME}/coverage.xml
diff --git a/.gitlab/ci/static_analysis.gitlab-ci.yml b/.gitlab/ci/static_analysis.gitlab-ci.yml
deleted file mode 100644
index 0ea9b711885442e7f260ae86e313464b592127a0..0000000000000000000000000000000000000000
--- a/.gitlab/ci/static_analysis.gitlab-ci.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-static_analysis:cpp:
-  stage: static_analysis
-  tags:
-    - static_analysis
-  allow_failure: true
-  script:
-    - mkdir -p $CI_COMMIT_REF_NAME
-    - cppcheck -j 4 --enable=all --inconclusive --force --xml --xml-version=2 . 2> cppcheck-result.xml
-    - python -m pip install Pygments
-    - cppcheck-htmlreport --file=cppcheck-result.xml --report-dir=$CI_COMMIT_REF_NAME --source-dir=src
-    - python3 -m pip install -U cppcheck_codequality
-    - cppcheck-codequality --input-file=cppcheck-result.xml --output-file=cppcheck.json
-    - mkdir -p public/cpp
-    - mv $CI_COMMIT_REF_NAME public/cpp/
-  artifacts:
-    paths: 
-      - public
-    reports:
-      codequality: cppcheck.json
-
-static_analysis:python:
-  stage: static_analysis
-  tags:
-    - static_analysis
-  allow_failure: true
-  script:
-    - pip install pylint
-    - pip install pylint-gitlab
-    - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabCodeClimateReporter ${CI_PROJECT_NAME}/ > codeclimate.json
-    - pylint --rcfile=.pylintrc --exit-zero --output-format=pylint_gitlab.GitlabPagesHtmlReporter ${CI_PROJECT_NAME}/ > pylint.html
-    - mkdir -p public/python/$CI_COMMIT_REF_NAME
-    - mv pylint.html public/python/$CI_COMMIT_REF_NAME/
-  artifacts:
-    paths:
-      - public
-    reports:
-      codequality: codeclimate.json
\ No newline at end of file
diff --git a/.gitlab/ci/test.gitlab-ci.yml b/.gitlab/ci/test.gitlab-ci.yml
deleted file mode 100644
index 3cada635eb25b3eb87e8318eb6e26723f7a27dd6..0000000000000000000000000000000000000000
--- a/.gitlab/ci/test.gitlab-ci.yml
+++ /dev/null
@@ -1,48 +0,0 @@
-test:ubuntu_cpp:
-  stage: test
-  needs: ["build:ubuntu_cpp"]
-  tags:
-    - docker
-  script:
-    - cd build_cpp
-    - ctest --output-junit ctest-results.xml --output-on-failure
-  artifacts:
-    reports:
-      junit: build_cpp/ctest-results.xml
-
-test:ubuntu_python:
-  stage: test
-  needs: ["build:ubuntu_python"]
-  tags:
-    - docker
-  script:
-    - source venv/bin/activate
-    - cd ${CI_PROJECT_NAME}
-
-    # Run on discovery all tests located in core/unit_tests/python and discard the stdout
-    # only to show the errors/warnings and the results of the tests
-    - python3 -m xmlrunner discover -s unit_tests/ -v -b --output-file xmlrunner-results.xml
-  artifacts:
-    reports:
-      junit: ${CI_PROJECT_NAME}/xmlrunner-results.xml
-
-test:windows_cpp:
-  stage: test
-  needs: ["build:windows_cpp"]
-  tags:
-    - windows
-  image: buildtools
-  before_script:
-    # Install Chocolatey
-    - Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
-    # Install dependencies
-    - choco install cmake.install --installargs '"ADD_CMAKE_TO_PATH=System"' -Y
-    - choco install python -Y
-    # Update PATH
-    - $env:Path = [System.Environment]::GetEnvironmentVariable("Path","Machine") + ";" + [System.Environment]::GetEnvironmentVariable("Path","User")
-  script:
-    - cd build_cpp
-    - ctest --output-junit ctest-results.xml --output-on-failure
-  artifacts:
-    reports:
-      junit: build_cpp/ctest-results.xml
diff --git a/.pylintrc b/.pylintrc
deleted file mode 100644
index 20ad01971c6e02397253a115490a3afc458b546d..0000000000000000000000000000000000000000
--- a/.pylintrc
+++ /dev/null
@@ -1,644 +0,0 @@
-[MASTER]
-
-# A comma-separated list of package or module names from where C extensions may
-# be loaded. Extensions are loading into the active Python interpreter and may
-# run arbitrary code.
-extension-pkg-allow-list= aidge_core, aidge_backend_cpu, torch, tensorflow
-
-# A comma-separated list of package or module names from where C extensions may
-# be loaded. Extensions are loading into the active Python interpreter and may
-# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
-# for backward compatibility.)
-extension-pkg-whitelist=
-
-# Return non-zero exit code if any of these messages/categories are detected,
-# even if score is above --fail-under value. Syntax same as enable. Messages
-# specified are enabled, while categories only check already-enabled messages.
-fail-on=
-
-# Specify a score threshold to be exceeded before program exits with error.
-fail-under=0.0
-
-# Files or directories to be skipped. They should be base names, not paths.
-ignore=CVS
-
-# Add files or directories matching the regex patterns to the ignore-list. The
-# regex matches against paths.
-ignore-paths=
-
-# Files or directories matching the regex patterns are skipped. The regex
-# matches against base names, not paths.
-ignore-patterns=
-
-# Python code to execute, usually for sys.path manipulation such as
-# pygtk.require().
-#init-hook=
-
-# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
-# number of processors available to use.
-jobs=1
-
-# Control the amount of potential inferred values when inferring a single
-# object. This can help the performance when dealing with large functions or
-# complex, nested conditions.
-limit-inference-results=100
-
-# List of plugins (as comma separated values of python module names) to load,
-# usually to register additional checkers.
-load-plugins=
-
-# Pickle collected data for later comparisons.
-persistent=yes
-
-# When enabled, pylint would attempt to guess common misconfiguration and emit
-# user-friendly hints instead of false-positive error messages.
-suggestion-mode=yes
-
-# Allow loading of arbitrary C extensions. Extensions are imported into the
-# active Python interpreter and may run arbitrary code.
-unsafe-load-any-extension=no
-
-
-[MESSAGES CONTROL]
-
-# Only show warnings with the listed confidence levels. Leave empty to show
-# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
-confidence=
-
-# Disable the message, report, category or checker with the given id(s). You
-# can either give multiple identifiers separated by comma (,) or put this
-# option multiple times (only on the command line, not in the configuration
-# file where it should appear only once). You can also use "--disable=all" to
-# disable everything first and then reenable specific checks. For example, if
-# you want to run only the similarities checker, you can use "--disable=all
-# --enable=similarities". If you want to run only the classes checker, but have
-# no Warning level messages displayed, use "--disable=all --enable=classes
-# --disable=W".
-disable=print-statement,
-        parameter-unpacking,
-        unpacking-in-except,
-        old-raise-syntax,
-        backtick,
-        long-suffix,
-        old-ne-operator,
-        old-octal-literal,
-        import-star-module-level,
-        non-ascii-bytes-literal,
-        raw-checker-failed,
-        bad-inline-option,
-        locally-disabled,
-        file-ignored,
-        suppressed-message,
-        useless-suppression,
-        deprecated-pragma,
-        use-symbolic-message-instead,
-        apply-builtin,
-        basestring-builtin,
-        buffer-builtin,
-        cmp-builtin,
-        coerce-builtin,
-        execfile-builtin,
-        file-builtin,
-        long-builtin,
-        raw_input-builtin,
-        reduce-builtin,
-        standarderror-builtin,
-        unicode-builtin,
-        xrange-builtin,
-        coerce-method,
-        delslice-method,
-        getslice-method,
-        setslice-method,
-        no-absolute-import,
-        old-division,
-        dict-iter-method,
-        dict-view-method,
-        next-method-called,
-        metaclass-assignment,
-        indexing-exception,
-        raising-string,
-        reload-builtin,
-        oct-method,
-        hex-method,
-        nonzero-method,
-        cmp-method,
-        input-builtin,
-        round-builtin,
-        intern-builtin,
-        unichr-builtin,
-        map-builtin-not-iterating,
-        zip-builtin-not-iterating,
-        range-builtin-not-iterating,
-        filter-builtin-not-iterating,
-        using-cmp-argument,
-        eq-without-hash,
-        div-method,
-        idiv-method,
-        rdiv-method,
-        exception-message-attribute,
-        invalid-str-codec,
-        sys-max-int,
-        bad-python3-import,
-        deprecated-string-function,
-        deprecated-str-translate-call,
-        deprecated-itertools-function,
-        deprecated-types-field,
-        next-method-defined,
-        dict-items-not-iterating,
-        dict-keys-not-iterating,
-        dict-values-not-iterating,
-        deprecated-operator-function,
-        deprecated-urllib-function,
-        xreadlines-attribute,
-        deprecated-sys-function,
-        exception-escape,
-        comprehension-escape,
-        c-extension-no-member,
-        too-many-locals,
-        missing-class-docstring,
-        missing-function-docstring,
-        too-many-ancestor,
-        too-many-arguments,
-        protected-access,
-        too-many-branches,
-        too-many-ancestors,
-        wrong-import-order,
-        wrong-import-position,
-
-# Enable the message, report, category or checker with the given id(s). You can
-# either give multiple identifier separated by comma (,) or put this option
-# multiple time (only on the command line, not in the configuration file where
-# it should appear only once). See also the "--disable" option for examples.
-enable=c-extension-no-member
-
-
-[REPORTS]
-
-# Python expression which should return a score less than or equal to 10. You
-# have access to the variables 'error', 'warning', 'refactor', and 'convention'
-# which contain the number of messages in each category, as well as 'statement'
-# which is the total number of statements analyzed. This score is used by the
-# global evaluation report (RP0004).
-evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
-
-# Template used to display messages. This is a python new-style format string
-# used to format the message information. See doc for all details.
-#msg-template=
-
-# Set the output format. Available formats are text, parseable, colorized, json
-# and msvs (visual studio). You can also give a reporter class, e.g.
-# mypackage.mymodule.MyReporterClass.
-output-format=text
-
-# Tells whether to display a full report or only the messages.
-reports=no
-
-# Activate the evaluation score.
-score=yes
-
-
-[REFACTORING]
-
-# Maximum number of nested blocks for function / method body
-max-nested-blocks=5
-
-# Complete name of functions that never returns. When checking for
-# inconsistent-return-statements if a never returning function is called then
-# it will be considered as an explicit return statement and no message will be
-# printed.
-never-returning-functions=sys.exit,argparse.parse_error
-
-
-[BASIC]
-
-# Naming style matching correct argument names.
-argument-naming-style=snake_case
-
-# Regular expression matching correct argument names. Overrides argument-
-# naming-style.
-#argument-rgx=
-
-# Naming style matching correct attribute names.
-attr-naming-style=snake_case
-
-# Regular expression matching correct attribute names. Overrides attr-naming-
-# style.
-#attr-rgx=
-
-# Bad variable names which should always be refused, separated by a comma.
-bad-names=foo,
-          bar,
-          baz,
-          toto,
-          tutu,
-          tata
-
-# Bad variable names regexes, separated by a comma. If names match any regex,
-# they will always be refused
-bad-names-rgxs=
-
-# Naming style matching correct class attribute names.
-class-attribute-naming-style=any
-
-# Regular expression matching correct class attribute names. Overrides class-
-# attribute-naming-style.
-#class-attribute-rgx=
-
-# Naming style matching correct class constant names.
-class-const-naming-style=UPPER_CASE
-
-# Regular expression matching correct class constant names. Overrides class-
-# const-naming-style.
-#class-const-rgx=
-
-# Naming style matching correct class names.
-class-naming-style=PascalCase
-
-# Regular expression matching correct class names. Overrides class-naming-
-# style.
-#class-rgx=
-
-# Naming style matching correct constant names.
-const-naming-style=UPPER_CASE
-
-# Regular expression matching correct constant names. Overrides const-naming-
-# style.
-#const-rgx=
-
-# Minimum line length for functions/classes that require docstrings, shorter
-# ones are exempt.
-docstring-min-length=-1
-
-# Naming style matching correct function names.
-function-naming-style=snake_case
-
-# Regular expression matching correct function names. Overrides function-
-# naming-style.
-#function-rgx=
-
-# Good variable names which should always be accepted, separated by a comma.
-good-names=i,
-           j,
-           k,
-           ex,
-           Run,
-           _,
-
-# Good variable names regexes, separated by a comma. If names match any regex,
-# they will always be accepted
-good-names-rgxs=
-
-# Include a hint for the correct naming format with invalid-name.
-include-naming-hint=no
-
-# Naming style matching correct inline iteration names.
-inlinevar-naming-style=any
-
-# Regular expression matching correct inline iteration names. Overrides
-# inlinevar-naming-style.
-#inlinevar-rgx=
-
-# Naming style matching correct method names.
-method-naming-style=snake_case
-
-# Regular expression matching correct method names. Overrides method-naming-
-# style.
-#method-rgx=
-
-# Naming style matching correct module names.
-module-naming-style=snake_case
-
-# Regular expression matching correct module names. Overrides module-naming-
-# style.
-#module-rgx=
-
-# Colon-delimited sets of names that determine each other's naming style when
-# the name regexes allow several styles.
-name-group=
-
-# Regular expression which should only match function or class names that do
-# not require a docstring.
-no-docstring-rgx=^_
-
-# List of decorators that produce properties, such as abc.abstractproperty. Add
-# to this list to register other decorators that produce valid properties.
-# These decorators are taken in consideration only for invalid-name.
-property-classes=abc.abstractproperty
-
-# Naming style matching correct variable names.
-variable-naming-style=snake_case
-
-# Regular expression matching correct variable names. Overrides variable-
-# naming-style.
-#variable-rgx=
-
-
-[FORMAT]
-
-# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
-expected-line-ending-format=
-
-# Regexp for a line that is allowed to be longer than the limit.
-ignore-long-lines=^\s*(# )?<?https?://\S+>?$
-
-# Number of spaces of indent required inside a hanging or continued line.
-indent-after-paren=4
-
-# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
-# tab).
-indent-string='    '
-
-# Maximum number of characters on a single line.
-max-line-length=200
-
-# Maximum number of lines in a module.
-max-module-lines=1000
-
-# Allow the body of a class to be on the same line as the declaration if body
-# contains single statement.
-single-line-class-stmt=no
-
-# Allow the body of an if to be on the same line as the test if there is no
-# else.
-single-line-if-stmt=no
-
-
-[LOGGING]
-
-# The type of string formatting that logging methods do. `old` means using %
-# formatting, `new` is for `{}` formatting.
-logging-format-style=old
-
-# Logging modules to check that the string format arguments are in logging
-# function parameter format.
-logging-modules=logging
-
-
-[MISCELLANEOUS]
-
-# List of note tags to take in consideration, separated by a comma.
-notes=FIXME,
-      XXX,
-      TODO
-
-# Regular expression of note tags to take in consideration.
-#notes-rgx=
-
-
-[SIMILARITIES]
-
-# Comments are removed from the similarity computation
-ignore-comments=yes
-
-# Docstrings are removed from the similarity computation
-ignore-docstrings=yes
-
-# Imports are removed from the similarity computation
-ignore-imports=no
-
-# Signatures are removed from the similarity computation
-ignore-signatures=no
-
-# Minimum lines number of a similarity.
-min-similarity-lines=4
-
-
-[SPELLING]
-
-# Limits count of emitted suggestions for spelling mistakes.
-max-spelling-suggestions=4
-
-# Spelling dictionary name. Available dictionaries: none. To make it work,
-# install the 'python-enchant' package.
-spelling-dict=
-
-# List of comma separated words that should be considered directives if they
-# appear and the beginning of a comment and should not be checked.
-spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:
-
-# List of comma separated words that should not be checked.
-spelling-ignore-words=
-
-# A path to a file that contains the private dictionary; one word per line.
-spelling-private-dict-file=
-
-# Tells whether to store unknown words to the private dictionary (see the
-# --spelling-private-dict-file option) instead of raising a message.
-spelling-store-unknown-words=no
-
-
-[STRING]
-
-# This flag controls whether inconsistent-quotes generates a warning when the
-# character used as a quote delimiter is used inconsistently within a module.
-check-quote-consistency=no
-
-# This flag controls whether the implicit-str-concat should generate a warning
-# on implicit string concatenation in sequences defined over several lines.
-check-str-concat-over-line-jumps=no
-
-
-[TYPECHECK]
-
-# List of decorators that produce context managers, such as
-# contextlib.contextmanager. Add to this list to register other decorators that
-# produce valid context managers.
-contextmanager-decorators=contextlib.contextmanager
-
-# List of members which are set dynamically and missed by pylint inference
-# system, and so shouldn't trigger E1101 when accessed. Python regular
-# expressions are accepted.
-generated-members=
-
-# Tells whether missing members accessed in mixin class should be ignored. A
-# mixin class is detected if its name ends with "mixin" (case insensitive).
-ignore-mixin-members=yes
-
-# Tells whether to warn about missing members when the owner of the attribute
-# is inferred to be None.
-ignore-none=yes
-
-# This flag controls whether pylint should warn about no-member and similar
-# checks whenever an opaque object is returned when inferring. The inference
-# can return multiple potential results while evaluating a Python object, but
-# some branches might not be evaluated, which results in partial inference. In
-# that case, it might be useful to still emit no-member and other checks for
-# the rest of the inferred objects.
-ignore-on-opaque-inference=yes
-
-# List of class names for which member attributes should not be checked (useful
-# for classes with dynamically set attributes). This supports the use of
-# qualified names.
-ignored-classes=optparse.Values,
-                thread._local,
-                _thread._local,
-                aidge.global_variables,
-                aidge.cells.abstract_cell.Trainable,
-                torch,
-                tensorflow,
-
-# List of module names for which member attributes should not be checked
-# (useful for modules/projects where namespaces are manipulated during runtime
-# and thus existing member attributes cannot be deduced by static analysis). It
-# supports qualified module names, as well as Unix pattern matching.
-ignored-modules= aidge_core, aidge_backend_cpu
-
-# Show a hint with possible names when a member name was not found. The aspect
-# of finding the hint is based on edit distance.
-missing-member-hint=yes
-
-# The minimum edit distance a name should have in order to be considered a
-# similar match for a missing member name.
-missing-member-hint-distance=1
-
-# The total number of similar names that should be taken in consideration when
-# showing a hint for a missing member.
-missing-member-max-choices=1
-
-# List of decorators that change the signature of a decorated function.
-signature-mutators=
-
-
-[VARIABLES]
-
-# List of additional names supposed to be defined in builtins. Remember that
-# you should avoid defining new builtins when possible.
-additional-builtins=
-
-# Tells whether unused global variables should be treated as a violation.
-allow-global-unused-variables=yes
-
-# List of names allowed to shadow builtins
-allowed-redefined-builtins=
-
-# List of strings which can identify a callback function by name. A callback
-# name must start or end with one of those strings.
-callbacks=cb_,
-          _cb
-
-# A regular expression matching the name of dummy variables (i.e. expected to
-# not be used).
-dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
-
-# Argument names that match this expression will be ignored. Default to name
-# with leading underscore.
-ignored-argument-names=_.*|^ignored_|^unused_
-
-# Tells whether we should check for unused import in __init__ files.
-init-import=no
-
-# List of qualified module names which can have objects that can redefine
-# builtins.
-redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io
-
-
-[CLASSES]
-
-# Warn about protected attribute access inside special methods
-check-protected-access-in-special-methods=no
-
-# List of method names used to declare (i.e. assign) instance attributes.
-defining-attr-methods=__init__,
-                      __new__,
-                      setUp,
-                      __post_init__
-
-# List of member names, which should be excluded from the protected access
-# warning.
-exclude-protected=_asdict,
-                  _fields,
-                  _replace,
-                  _source,
-                  _make
-
-# List of valid names for the first argument in a class method.
-valid-classmethod-first-arg=cls
-
-# List of valid names for the first argument in a metaclass class method.
-valid-metaclass-classmethod-first-arg=cls
-
-
-[DESIGN]
-
-# List of qualified class names to ignore when countint class parents (see
-# R0901)
-ignored-parents=
-
-# Maximum number of arguments for function / method.
-max-args=5
-
-# Maximum number of attributes for a class (see R0902).
-max-attributes=7
-
-# Maximum number of boolean expressions in an if statement (see R0916).
-max-bool-expr=5
-
-# Maximum number of branch for function / method body.
-max-branches=12
-
-# Maximum number of locals for function / method body.
-max-locals=15
-
-# Maximum number of parents for a class (see R0901).
-max-parents=7
-
-# Maximum number of public methods for a class (see R0904).
-max-public-methods=20
-
-# Maximum number of return / yield for function / method body.
-max-returns=6
-
-# Maximum number of statements in function / method body.
-max-statements=50
-
-# Minimum number of public methods for a class (see R0903).
-min-public-methods=2
-
-
-[IMPORTS]
-
-# List of modules that can be imported at any level, not just the top level
-# one.
-allow-any-import-level=
-
-# Allow wildcard imports from modules that define __all__.
-allow-wildcard-with-all=no
-
-# Analyse import fallback blocks. This can be used to support both Python 2 and
-# 3 compatible code, which means that the block might have code that exists
-# only in one or another interpreter, leading to false positives when analysed.
-analyse-fallback-blocks=no
-
-# Deprecated modules which should not be used, separated by a comma.
-deprecated-modules=
-
-# Output a graph (.gv or any supported image format) of external dependencies
-# to the given file (report RP0402 must not be disabled).
-ext-import-graph=
-
-# Output a graph (.gv or any supported image format) of all (i.e. internal and
-# external) dependencies to the given file (report RP0402 must not be
-# disabled).
-import-graph=
-
-# Output a graph (.gv or any supported image format) of internal dependencies
-# to the given file (report RP0402 must not be disabled).
-int-import-graph=
-
-# Force import order to recognize a module as part of the standard
-# compatibility libraries.
-known-standard-library=
-
-# Force import order to recognize a module as part of a third party library.
-known-third-party=enchant
-
-# Couples of modules and preferred modules, separated by a comma.
-preferred-modules=
-
-
-[EXCEPTIONS]
-
-# Exceptions that will emit a warning when being caught. Defaults to
-# "BaseException, Exception".
-overgeneral-exceptions=BaseException,
-                       Exception
\ No newline at end of file
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 5937d6e5ec88011c9456fa684a9af154e16a01cd..1484a2a0b6b9ee0ae93547e1d9b45cfa1439f856 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -15,7 +15,7 @@ set(CXX_STANDARD 14)
 
 ##############################################
 # Define options
-option(PYBIND "python binding" ON)
+option(PYBIND "python binding" OFF)
 option(WERROR "Warning as error" OFF)
 option(TEST "Enable tests" ON)
 option(COVERAGE "Enable coverage" OFF)
@@ -39,6 +39,8 @@ find_package(aidge_core REQUIRED)
 file(GLOB_RECURSE src_files "src/*.cpp")
 file(GLOB_RECURSE inc_files "include/*.hpp")
 
+##############################################
+# creating library
 add_library(${module_name} ${src_files} ${inc_files})
 target_link_libraries(${module_name}
     PUBLIC
@@ -71,14 +73,16 @@ target_include_directories(${module_name}
 
 # PYTHON BINDING
 if (PYBIND)
+    find_package(Python REQUIRED)
+    if (${Python_VERSION_MAJOR} LESS 3)
+        MESSAGE(FATAL_ERROR "Unsupported Python version. Python 3.0.0+ is required")
+    endif()
     generate_python_binding(${project} ${module_name})
 
     # Handles Python + pybind11 headers dependencies
     target_link_libraries(${module_name}
         PUBLIC
             pybind11::pybind11
-        PRIVATE
-            Python::Python
         )
 endif()
 
@@ -98,6 +102,10 @@ endif()
 
 ##############################################
 # Installation instructions
+if(NOT $ENV{AIDGE_INSTALL} STREQUAL "")
+    set(CMAKE_INSTALL_PREFIX $ENV{AIDGE_INSTALL})
+    message(WARNING "CMAKE_INSTALL_PREFIX set to env variable AIDGE_INSTALL by default = ${CMAKE_INSTALL_PREFIX}")
+endif()
 
 include(GNUInstallDirs)
 set(INSTALL_CONFIGDIR ${CMAKE_INSTALL_LIBDIR}/cmake/${project})
@@ -140,6 +148,7 @@ install(FILES
 
 ##############################################
 ## Exporting from the build tree
+message(STATUS "Exporting created targets to use them in another build")
 export(EXPORT ${project}-targets
     FILE "${CMAKE_CURRENT_BINARY_DIR}/${project}-targets.cmake")
 
diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000000000000000000000000000000000000..79e09b89235b11ebb2e8271bc35e93687ae19b48
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,3 @@
+recursive-include aidge_backend_cpu *.py
+recursive-include include *.hpp
+recursive-include src *.cpp
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000000000000000000000000000000000000..5148011cb235f193138fcb909b0d409172df63ed
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,269 @@
+[project]
+name = "aidge_backend_cpu"
+description="CPU implementations of the operators of aidge framework"
+dependencies = ["numpy", "aidge_core"]
+requires-python = ">= 3.7"
+dynamic = ["version"] # defined in tool.setuptools_scm
+readme = "README.md"
+license = { file = "LICENSE" }
+classifiers = [ 
+    "Development Status :: 2 - Pre-Alpha",
+    "Programming Language :: Python :: 3"
+    ]
+
+[build-system]
+requires = ["setuptools>=68", "setuptools-scm"]
+build-backend = "setuptools.build_meta"
+
+#####################################################
+# CIBUILDWHEEL
+[tool.cibuildwheel]
+build-frontend = "build"
+before-build = ["bash .gitlab/ci/cibuildwheel_build_deps_before_build_wheel.sh ${AIDGE_DEPENDENCIES}"]
+[tool.cibuildwheel.environment]
+# aidge_core do not rely on any aidge dependency, hence this string is empty
+AIDGE_DEPENDENCIES = "aidge_core" # format => "dep_1 dep_2 ... dep_n"
+
+#####################################################
+# SETUPTOOLS
+[tool.setuptools]
+# packages=["aidge_core", "export"]
+
+[tool.setuptools_scm]
+version_file = "_version.py"
+
+
+#####################################################
+# PYLINT
+[tool.pylint.main]
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-allow-list = ["aidge_core", "aidge_backend_cpu", "torch", "tensorflow"]
+# Files or directories to be skipped. They should be base names, not paths.
+ignore = ["CVS"]
+# List of module names for which member attributes should not be checked (useful
+# for modules/projects where namespaces are manipulated during runtime and thus
+# existing member attributes cannot be deduced by static analysis). It supports
+# qualified module names, as well as Unix pattern matching.
+ignored-modules = ["aidge_core", "aidge_backend_cpu"]
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use, and will cap the count on Windows to
+# avoid hangs.
+jobs = 1
+# Control the amount of potential inferred values when inferring a single object.
+# This can help the performance when dealing with large functions or complex,
+# nested conditions.
+limit-inference-results = 100
+# Pickle collected data for later comparisons.
+persistent = true
+# Minimum Python version to use for version dependent checks. Will default to the
+# version used to run pylint.
+py-version = "3.11"
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode = true
+
+[tool.pylint.basic]
+# Naming style matching correct argument names.
+argument-naming-style = "snake_case"
+# Naming style matching correct attribute names.
+attr-naming-style = "snake_case"
+# Bad variable names which should always be refused, separated by a comma.
+bad-names = ["foo", "bar", "baz", "toto", "tutu", "tata"]
+# Naming style matching correct class attribute names.
+class-attribute-naming-style = "any"
+# Naming style matching correct class constant names.
+class-const-naming-style = "UPPER_CASE"
+# Naming style matching correct class names.
+class-naming-style = "PascalCase"
+# Naming style matching correct constant names.
+const-naming-style = "UPPER_CASE"
+# Minimum line length for functions/classes that require docstrings, shorter ones
+# are exempt.
+docstring-min-length = -1
+# Naming style matching correct function names.
+function-naming-style = "snake_case"
+# Good variable names which should always be accepted, separated by a comma.
+good-names = ["i", "j", "k", "ex", "Run", "_"]
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style = "any"
+# Naming style matching correct method names.
+method-naming-style = "snake_case"
+# Naming style matching correct module names.
+module-naming-style = "snake_case"
+# Regular expression which should only match function or class names that do not
+# require a docstring.
+no-docstring-rgx = "^_"
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties. These
+# decorators are taken in consideration only for invalid-name.
+property-classes = ["abc.abstractproperty"]
+# Naming style matching correct variable names.
+variable-naming-style = "snake_case"
+[tool.pylint.classes]
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods = ["__init__", "__new__", "setUp", "__post_init__"]
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected = ["_asdict", "_fields", "_replace", "_source", "_make"]
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg = ["cls"]
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg = ["cls"]
+[tool.pylint.design]
+# Maximum number of arguments for function / method.
+max-args = 5
+# Maximum number of attributes for a class (see R0902).
+max-attributes = 7
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr = 5
+# Maximum number of branch for function / method body.
+max-branches = 12
+# Maximum number of locals for function / method body.
+max-locals = 15
+# Maximum number of parents for a class (see R0901).
+max-parents = 7
+# Maximum number of public methods for a class (see R0904).
+max-public-methods = 20
+# Maximum number of return / yield for function / method body.
+max-returns = 6
+# Maximum number of statements in function / method body.
+max-statements = 50
+# Minimum number of public methods for a class (see R0903).
+min-public-methods = 2
+[tool.pylint.exceptions]
+# Exceptions that will emit a warning when caught.
+overgeneral-exceptions = ["BaseException", "Exception"]
+[tool.pylint.format]
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+# expected-line-ending-format =
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines = "^\\s*(# )?<?https?://\\S+>?$"
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren = 4
+# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
+# tab).
+indent-string = "    "
+# Maximum number of characters on a single line.
+max-line-length = 200
+# Maximum number of lines in a module.
+max-module-lines = 1000
+[tool.pylint.imports]
+# Force import order to recognize a module as part of a third party library.
+known-third-party = ["enchant"]
+[tool.pylint.logging]
+# The type of string formatting that logging methods do. `old` means using %
+# formatting, `new` is for `{}` formatting.
+logging-format-style = "old"
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules = ["logging"]
+[tool.pylint."messages control"]
+# Only show warnings with the listed confidence levels. Leave empty to show all.
+# Valid levels: HIGH, CONTROL_FLOW, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
+confidence = ["HIGH", "CONTROL_FLOW", "INFERENCE", "INFERENCE_FAILURE", "UNDEFINED"]
+# Disable the message, report, category or checker with the given id(s). You can
+# either give multiple identifiers separated by comma (,) or put this option
+# multiple times (only on the command line, not in the configuration file where
+# it should appear only once). You can also use "--disable=all" to disable
+# everything first and then re-enable specific checks. For example, if you want
+# to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable = ["raw-checker-failed", "bad-inline-option", "locally-disabled", "file-ignored", "suppressed-message", "useless-suppression", "deprecated-pragma", "use-symbolic-message-instead", "use-implicit-booleaness-not-comparison-to-string", "use-implicit-booleaness-not-comparison-to-zero", "too-many-locals", "missing-class-docstring", "missing-function-docstring", "too-many-arguments", "protected-access", "too-many-branches", "too-many-ancestors", "wrong-import-order", "wrong-import-position"]
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where it
+# should appear only once). See also the "--disable" option for examples.
+enable = ["c-extension-no-member"]
+[tool.pylint.method_args]
+# List of qualified names (i.e., library.method) which require a timeout
+# parameter e.g. 'requests.api.get,requests.api.post'
+timeout-methods = ["requests.api.delete", "requests.api.get", "requests.api.head", "requests.api.options", "requests.api.patch", "requests.api.post", "requests.api.put", "requests.api.request"]
+[tool.pylint.miscellaneous]
+# List of note tags to take in consideration, separated by a comma.
+notes = ["FIXME", "XXX", "TODO"]
+# Regular expression of note tags to take in consideration.
+# notes-rgx =
+[tool.pylint.refactoring]
+# Maximum number of nested blocks for function / method body
+max-nested-blocks = 5
+# Complete name of functions that never returns. When checking for inconsistent-
+# return-statements if a never returning function is called then it will be
+# considered as an explicit return statement and no message will be printed.
+never-returning-functions = ["sys.exit", "argparse.parse_error"]
+# Let 'consider-using-join' be raised when the separator to join on would be non-
+# empty (resulting in expected fixes of the type: ``"- " + " - ".join(items)``)
+suggest-join-with-non-empty-separator = true
+[tool.pylint.reports]
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'fatal', 'error', 'warning', 'refactor',
+# 'convention', and 'info' which contain the number of messages in each category,
+# as well as 'statement' which is the total number of statements analyzed. This
+# score is used by the global evaluation report (RP0004).
+evaluation = "10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)"
+# Activate the evaluation score.
+score = true
+[tool.pylint.similarities]
+# Comments are removed from the similarity computation
+ignore-comments = true
+# Docstrings are removed from the similarity computation
+ignore-docstrings = true
+# Minimum lines number of a similarity.
+min-similarity-lines = 4
+[tool.pylint.spelling]
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions = 4
+# List of comma separated words that should be considered directives if they
+# appear at the beginning of a comment and should not be checked.
+spelling-ignore-comment-directives = "fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:"
+[tool.pylint.typecheck]
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators = ["contextlib.contextmanager"]
+# Tells whether missing members accessed in mixin class should be ignored. A
+# class is considered mixin if its name matches the mixin-class-rgx option.
+# Tells whether to warn about missing members when the owner of the attribute is
+# inferred to be None.
+ignore-none = true
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference can
+# return multiple potential results while evaluating a Python object, but some
+# branches might not be evaluated, which results in partial inference. In that
+# case, it might be useful to still emit no-member and other checks for the rest
+# of the inferred objects.
+ignore-on-opaque-inference = true
+# List of symbolic message names to ignore for Mixin members.
+ignored-checks-for-mixins = ["no-member", "not-async-context-manager", "not-context-manager", "attribute-defined-outside-init"]
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes = ["optparse.Values", "thread._local", "_thread._local", "aidge.global_variables", "aidge.cells.abstract_cell.Trainable", "torch", "tensorflow"]
+# Show a hint with possible names when a member name was not found. The aspect of
+# finding the hint is based on edit distance.
+missing-member-hint = true
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance = 1
+# The total number of similar names that should be taken in consideration when
+# showing a hint for a missing member.
+missing-member-max-choices = 1
+# Regex pattern to define which classes are considered mixins.
+mixin-class-rgx = ".*[Mm]ixin"
+[tool.pylint.variables]
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables = true
+# List of strings which can identify a callback function by name. A callback name
+# must start or end with one of those strings.
+callbacks = ["cb_", "_cb"]
+# A regular expression matching the name of dummy variables (i.e. expected to not
+# be used).
+dummy-variables-rgx = "_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_"
+# Argument names that match this expression will be ignored.
+ignored-argument-names = "_.*|^ignored_|^unused_"
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules = ["six.moves", "past.builtins", "future.builtins", "builtins", "io"]
diff --git a/setup.py b/setup.py
index 80500f3165dd87eb7b6dd73c78b89806cc8a874a..9e1c141e7aefc271642936d6df9b2c2b0788a208 100644
--- a/setup.py
+++ b/setup.py
@@ -5,7 +5,7 @@
 POC of the next framework named Aidge
 """
 
-DOCLINES = (__doc__ or '').split("\n")
+DOCLINES = (__doc__ or "").split("\n")
 
 import sys
 import os
@@ -30,9 +30,11 @@ from setuptools import setup, Extension
 from setuptools import find_packages
 from setuptools.command.build_ext import build_ext
 
+
 def get_project_name() -> str:
     return open(pathlib.Path().absolute() / "project_name.txt", "r").read()
 
+
 def get_project_version() -> str:
     aidge_root = pathlib.Path().absolute()
     version = open(aidge_root / "version.txt", "r").read().strip()
@@ -43,6 +45,7 @@ class CMakeExtension(Extension):
     def __init__(self, name):
         super().__init__(name, sources=[])
 
+
 class CMakeBuild(build_ext):
 
     def run(self):
@@ -66,13 +69,31 @@ class CMakeBuild(build_ext):
         # used to launch setup.py to setup PythonInterp
         param_py = "-DPYTHON_EXECUTABLE=" + sys.executable
 
-        compile_type = 'Debug'
-        install_path = os.path.join(sys.prefix, "lib", "libAidge")  if "AIDGE_INSTALL" not in os.environ else os.environ["AIDGE_INSTALL"]
+        compile_type = "Debug"
+        install_path = (
+            os.path.join(sys.prefix, "lib", "libAidge")
+            if "AIDGE_INSTALL" not in os.environ
+            else os.environ["AIDGE_INSTALL"]
+        )
+
+        self.spawn(
+            [
+                "cmake",
+                str(cwd),
+                param_py,
+                "-DTEST=OFF",
+                f"-DCMAKE_INSTALL_PREFIX:PATH={install_path}",
+                f"-DCMAKE_BUILD_TYPE={compile_type}",
+                "-DPYBIND=ON",
+                "-DCMAKE_EXPORT_COMPILE_COMMANDS=ON",
+            ]
+        )
 
-        self.spawn(['cmake', str(cwd), param_py, '-DTEST=OFF', f'-DCMAKE_INSTALL_PREFIX:PATH={install_path}', f'-DCMAKE_BUILD_TYPE={compile_type}'])
         if not self.dry_run:
-            self.spawn(['cmake', '--build', '.', '--config', compile_type, '-j', max_jobs])
-            self.spawn(['cmake', '--install', '.', '--config', compile_type])
+            self.spawn(
+                ["cmake", "--build", ".", "--config", compile_type, "-j", max_jobs]
+            )
+            self.spawn(["cmake", "--install", ".", "--config", compile_type])
         os.chdir(str(cwd))
 
         aidge_package = build_lib / (get_project_name())
@@ -83,8 +104,10 @@ class CMakeBuild(build_ext):
         # Copy all shared object files from build_temp/lib to aidge_package
         for root, _, files in os.walk(build_temp.absolute()):
             for file in files:
-                if (file.endswith('.so') or file.endswith('.pyd')) and (root != str(aidge_package.absolute())):
-                    currentFile=os.path.join(root, file)
+                if (file.endswith(".so") or file.endswith(".pyd")) and (
+                    root != str(aidge_package.absolute())
+                ):
+                    currentFile = os.path.join(root, file)
                     shutil.copy(currentFile, str(aidge_package.absolute()))
 
         # Copy version.txt in aidge_package
@@ -92,23 +115,22 @@ class CMakeBuild(build_ext):
         shutil.copy("version.txt", str(aidge_package.absolute()))
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
 
     setup(
         name=get_project_name(),
         version=get_project_version(),
-        python_requires='>=3.7',
+        python_requires=">=3.7",
         description=DOCLINES[0],
         long_description_content_type="text/markdown",
         long_description="\n".join(DOCLINES[2:]),
-        classifiers=[c for c in CLASSIFIERS.split('\n') if c],
+        classifiers=[c for c in CLASSIFIERS.split("\n") if c],
         packages=find_packages(where="."),
         include_package_data=True,
         ext_modules=[CMakeExtension(get_project_name())],
         cmdclass={
-            'build_ext': CMakeBuild,
+            "build_ext": CMakeBuild,
         },
-        install_requires=['aidge_core'],
+        install_requires=["aidge_core"],
         zip_safe=False,
-
     )