mltoy

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

license