Interpretation Methods for Multivariate Forecasting and Sensitivity Analysis
Open "Traffic_compact1.ipynb" notebook in a local Jupyter environment or open notebook in Google Colab
When you run it locally to install the requirements, you can run chapter_setup.py from the terminal like this:
python chapter_setup.pyBut you can also do it from the first cell of the notebook.
For your reference, these are the requirements:
pandas~=1.5.3
numpy~=1.23.5
scikit-learn~=1.2.2
matplotlib~=3.7.1
seaborn~=0.12.2
tensorflow~=2.14.0
machine-learning-datasets~=0.1.23
shap~=0.42.1
ray~=2.7.1
alibi~=0.9.4
SALib~=1.4.7
distython==0.0.3