Project Description
This project is a ml tool box based on spark ,spray and akka.

mltoy

This project is a ml tool box based on spark ,spray and akka.

1. Feature Extraction
   1. Numerical features
   2. Categorical features
   3. Text features
   4. Derived features *
   5. Normalizing features
2. ETL
   1. Filter out or remove records with bad or missing values
   2. Fill in bad or missing data
   3. Apply robust techniques to outliers
   4. Apply transformations to potential outliers
3. Model
   1. Training and testing (evaluation)
   2. Batch and realtime
4. Server
   1. Model deployment and integration
   2. Model monitoring and feedback

license

Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0

Email:shenbaise@outlook.com