- app.py : REST API
- main_logic.py : Load the pickled scaler, encoder, mean values, and model. Use scaler, encoder and mean values for preprocessing prediction. The use the model to predict
- encoder.pkl : Pickled fitted OneHotEncoder
- scaler.pkl : Pickled fitted MinMaxScaler
- mean_values.pkl : Pickled column-vise mean values
- model_rfc : Pickled RandomForestClassifier
- requirements.txt : Libraries with relavent versions
- Req1.png, Req2.png : Request template
- Procfile : For Heroku deployment
conda create -n lmp python=3.6 pip
conda activate lmp
pip install -r requirements.txt
heroku login
heroku create <appname>
heroku git:remote -a <appname># ML_Liver_pred