Add ci

Add ci

.github/workflows/build.yml

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+name: build
+
+on: [push, pull_request]
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python 3.7
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.7
+      - name: Install pre-commit hook
+        run: |
+          pip install pre-commit
+          pre-commit install
+      - name: Linting
+        run: pre-commit run --all-files
+      - name: Check docstring coverage
+        run: |
+          pip install interrogate
+          interrogate -v --ignore-init-method --ignore-module --ignore-nested-functions --ignore-regex "__repr__" --fail-under 60 mim
+
+  test:
+    runs-on: ubuntu-latest
+    env:
+      CUDA: 10.1.105-1
+      CUDA_SHORT: 10.1
+      UBUNTU_VERSION: ubuntu1804
+      FORCE_CUDA: 1
+    strategy:
+      matrix:
+        python-version: [3.7]
+        torch: [1.5.0+cu101, 1.8.0+cu101]
+        include:
+          - torch: 1.5.0+cu101
+            torchvision: 0.6.0+cu101
+          - torch: 1.8.0+cu101
+            torchvision: 0.9.0+cu101
+          - torch: 1.8.0+cu101
+            torchvision: 0.9.0+cu101
+            python-version: 3.6
+          - torch: 1.8.0+cu101
+            torchvision: 0.9.0+cu101
+            python-version: 3.8
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install CUDA
+        run: |
+          export INSTALLER=cuda-repo-${UBUNTU_VERSION}_${CUDA}_amd64.deb
+          wget http://developer.download.nvidia.com/compute/cuda/repos/${UBUNTU_VERSION}/x86_64/${INSTALLER}
+          sudo dpkg -i ${INSTALLER}
+          wget https://developer.download.nvidia.com/compute/cuda/repos/${UBUNTU_VERSION}/x86_64/7fa2af80.pub
+          sudo apt-key add 7fa2af80.pub
+          sudo apt update -qq
+          sudo apt install -y cuda-${CUDA_SHORT/./-} cuda-cufft-dev-${CUDA_SHORT/./-}
+          sudo apt clean
+          export CUDA_HOME=/usr/local/cuda-${CUDA_SHORT}
+          export LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${CUDA_HOME}/include:${LD_LIBRARY_PATH}
+          export PATH=${CUDA_HOME}/bin:${PATH}
+      - name: Install PyTorch
+        run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} -f https://download.pytorch.org/whl/torch_stable.html
+      - name: Build and install
+        run: rm -rf .eggs && pip install -e .
+      - name: Validate the installation
+        run: python -c "import mim"
+      - name: Install unittest dependencies
+        run: pip install -r requirements/tests.txt
+      - name: Run unittests and generate coverage report
+        run: |
+          coverage run --branch --source=mim -m pytest tests/ --ignore tests/test_gridsearch.py --ignore tests/test_run.py --ignore tests/test_test.py --ignore tests/test_train.py --ignore tests/test_train.py
+          coverage xml
+          coverage report -m
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v1.0.10
+        with:
+          file: ./coverage.xml
+          flags: unittests
+          env_vars: OS,PYTHON
+          name: codecov-umbrella
+          fail_ci_if_error: false

.github/workflows/deploy.yml

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+name: deploy
+
+on: push
+
+jobs:
+  deploy:
+    runs-on: ubuntu-18.04
+    if: startsWith(github.event.ref, 'refs/tags')
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python 3.7
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.7
+      - name: Build MIM
+        run: python setup.py sdist
+      - name: Publish distribution to PyPI
+        run: |
+          pip install twine
+          twine upload dist/* -u __token__ -p ${{ secrets.pypi_password }}

requirements/tests.txt

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+coverage
+flake8
+interrogate
+pytest