features-generator
Library for automatic features generation. The project follows the Semantic Versioning Convention and uses Apache 2.0 license.
Roadmap
We are willing to provide tools for the following use cases:
- best features selection
- atomatic feature generation:
- add, diff, product, division, max, min, avg
- random projections
- forward selection
- adversarial validation selection
References
- Deep Feature Synthesis: towards automating data science endeavors
- A few useful things to know about machine learning