Assistant-Cross-Validation

Python utility to cross-validate an assistant workspace

Instructions

1. Install Python if not already available on your system.
2. Install pip.
3. Install virtualenv via:

pip install virtualenv

4. Create a virtual environment and activate it via:

virtualenv ENV
source ENV/bin/activate

5. Clone the repo and change your current working directory to that of the cloned repo.
6. Place your exported workspace csv data in the cloned repo directory.
7. Install the script's dependencies by running the following command:

pip install -r requirements.txt

8. Export your assistant instance username and password as environment variables via the following commands:

export ASSISTANT_USERNAME=<your assistant service username>
export ASSISTANT_PASSWORD=<your assistant service password>

9. Run the script via the command below. The --folds argument is optional, but if provided, must be at least 2.

python assistant_cv.py --data <path to your data> --folds <number of folds>