Environment Set up

Create virtual environment with conda

conda create -n udacity python=3.8
conda activate udacity

Install dependencies:

pip install -r requirements.txt

Training

For training Random Forest

python starter/train_model.py

Or can run the api for inference (port 5000)

python main.py

API

To send request to API

python render_fastapi_request.py

Testing

pytest test -vv