Project structure:
├── README.md
├── deploy.py
├── helpers
│ └── getclass.py
├── objects
│ └── model_weights.pkl
├── promote.sh
├── requirements.txt
└── train.py
In a terminal shell run:
$ pip install promote
# first train the model (this will generate the model_weights.pkl file)
$ python train.py
# lastly, deploy the model
$ python main.pyExample input:
[[5.1, 3.5, 1.4, 0.2], [6.7, 3.1, 5.6, 2.4]]