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add shap in env files and add framework for shap #60

add shap in env files and add framework for shap

add shap in env files and add framework for shap #60

Workflow file for this run

on:
push:
branches:
- main
- dev
pull_request:
branches:
- main
- dev
name: build
jobs:
py-check:
runs-on: ${{ matrix.config.os }}
name: ${{ matrix.config.os }} (${{ matrix.config.py }})
strategy:
fail-fast: false
matrix:
config:
- { os: ubuntu-latest, py: "3.10" }
env:
SDKROOT: /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk
steps:
- name: CHECKOUT CODE
uses: actions/checkout@v2
- name: SETUP PYTHON
uses: actions/setup-python@v1
with:
python-version: ${{ matrix.config.py }}
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install --user --no-cache-dir Cython
pip install --user -r requirements.txt
pip install --user -r requirements_dev.txt
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
- name: Add project root to PYTHONPATH
run: echo "PYTHONPATH=${PYTHONPATH}$(pwd)" >> $GITHUB_ENV
- name: Download Camels data
run: |
kaggle datasets download -d headwater/Camels -p /home/runner/.hydrodataset/cache/camels/camels_us/ --unzip
kaggle datasets download -d headwater/Camels -p /home/runner/.hydrodataset/cache/ --unzip
env:
KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }}
KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }}
- name: PKG-TEST
run: |
pytest tests/test_train_camels_lstm.py
pytest tests/test_evaluate_model.py