This repo created for responsible data science project.
model: contains all files related to model(s)src: contains all files relates to framework
Create conda environment and install dependencies:
conda env create -f environment.yml
Install dependencies into an existing environment:
conda env update -n responsible-ds -f environment.yml --prune
In order to add a package to environment.yml you need to install it locally and run conda env export > environment.yml.
For more details about conda virtual environment: https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html
Useful article how setup this repo in Google Colab: https://towardsdatascience.com/getting-started-with-google-colab-f2fff97f594c
Contrastive explanation based on: https://arxiv.org/pdf/1806.07470.pdf and implementation from: https://github.com/MarcelRobeer/ContrastiveExplanation/blob/master/contrastive_explanation/contrastive_explanation.py