End_To_End_ML_Regression

Project Scructure

regression/
├─ data/
│  ├─ external/
│  ├─ preprocessed/
│  ├─ raw/
├─ images/
├─ models/
│  ├─ CatBoostRegressor/
│  ├─ LGBMRegressor/
│  ├─ XGBRegressor/
├─ notebooks/
├─ src/
│  ├─ data/
│  ├─ features/
│  ├─ models/
│  ├─ visualization/
├─ .gitignore
├─ .gitattributes
├─ requirements.txt
├─ README.md

The root variable in paths.py must be changed to the absolute path of the project.

Install the required dependencies.

pip install -r requirements.txt

Running the Application

You can directly run the application, make training and predictions.

streamlit run app.py