This project is a ml tool box based on spark ,spray and akka.
- Feature Extraction
- Numerical features
- Categorical features
- Text features
- Derived features *
- Normalizing features
- ETL
- Filter out or remove records with bad or missing values
- Fill in bad or missing data
- Apply robust techniques to outliers
- Apply transformations to potential outliers
- Model
- Training and testing (evaluation)
- Batch and realtime
- Server
- Model deployment and integration
- Model monitoring and feedback
Email:shenbaise@outlook.com