diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 0000000..8e3c78c
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,55 @@
+name: main
+
+on: [push, pull_request]
+
+jobs:
+  lint:
+
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.9, "3.10"]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
+        cache-dependency-path: |
+          requirements.txt
+          tests-requirements.txt
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+        if [ -f tests-requirements.txt ]; then pip install -r tests-requirements.txt; fi
+    - name: Check code quality with isort, black and flake8
+      run: |
+        make quality
+
+  test:
+
+    needs: lint
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.9, "3.10"]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v4
+      with:
+        python-version: ${{ matrix.python-version }}
+        cache: 'pip'
+        cache-dependency-path: |
+          requirements.txt
+          tests-requirements.txt
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+        if [ -f tests-requirements.txt ]; then pip install -r tests-requirements.txt; fi
+    - run: make test
\ No newline at end of file
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
deleted file mode 100644
index f7e6bbc..0000000
--- a/.gitlab-ci.yml
+++ /dev/null
@@ -1,112 +0,0 @@
-variables:
-  PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"
-
-cache:
-  paths:
-    - .cache/pip
-
-before_script:
-  - python -V 
-  - pip install -r requirements.txt
-  - pip install -r test-requirements.txt
-  - pip install -e .
-
-stages:
-  - quality
-  - test
-  - doc
-  - deploy
-
-.parallel:
-  parallel:
-    matrix:
-      - PYTHON_IMAGE: ['python:3.8','python:3.9','python:3.10']
-
-quality:
-  stage: quality
-  image: 'python:3.9'
-  script:
-    - make quality
-
-test:
-  stage: test
-  needs: [quality]
-  image: $PYTHON_IMAGE
-  script:
-    - make test
-  parallel: !reference [.parallel,parallel]
-
-test-datasets:
-  stage: test
-  when: manual
-  needs: [quality]
-  image: $PYTHON_IMAGE
-  script:
-    - pip install -r datasets-requirements.txt
-    - make test-datasets
-  parallel: !reference [.parallel,parallel]
-
-coverage:
-  stage: quality
-  image: 'python:3.9'
-  script:
-    - make test-coverage
-  coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
-  artifacts:
-    when: always
-    reports:
-      coverage_report:
-        coverage_format: cobertura
-        path: coverage.xml
-      junit: junit.xml
-
-test-docs:
-  stage: test
-  when: manual
-  needs: [quality]
-  image: 'python:3.9'
-  script:
-    - pip install -r docs/docs-requirements.txt
-    - make docs
-
-pages:
-  stage: doc
-  needs: [test-docs]
-  image: 'python:3.9'
-  script:
-    - pip install -r docs/docs-requirements.txt
-    - make docs
-    - mv docs/build/html public
-  artifacts:
-    paths:
-    - public
-  only:
-    - main
-    - tags
-    
-# .publish:
-#   stage: deploy
-#   needs: [test]
-#   image: 'python:3.9'
-#   script:
-#     - pip install twine
-#     - python setup.py sdist bdist_wheel
-#     - twine upload --repository-url $TWINE_REPOSITORY_URL dist/*
-
-# publish-unstable:
-#   extends: .publish
-#   variables:
-#     TWINE_REPOSITORY_URL: "https://repos.tech.orange/artifactory/api/pypi/mislabeled-local-pypi-unstable"
-#   only:
-#     - main
-#   except:
-#     - tags
-    
-# publish-release:
-#   extends: .publish
-#   variables:
-#     TWINE_REPOSITORY_URL: "https://repos.tech.orange/artifactory/api/pypi/mislabeled-local-pypi-stable"
-#   only:
-#     - tags
-#   except:
-#     - branches
\ No newline at end of file
diff --git a/LICENSE.md b/LICENSE
similarity index 100%
rename from LICENSE.md
rename to LICENSE
diff --git a/MANIFEST.in b/MANIFEST.in
index f9bd145..259261b 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -1 +1,3 @@
 include requirements.txt
+include LICENSE
+include README.md
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index a199e77..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,8 +0,0 @@
-[metadata]
-description-file = README.rst
-
-[aliases]
-test = pytest
-
-[tool:pytest]
-addopts = --doctest-modules