# features-generator

**Repository Path**: mirrors_jmrozanec/features-generator

## Basic Information

- **Project Name**: features-generator
- **Description**: Library for automatic features generation.
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-09
- **Last Updated**: 2026-01-17

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# features-generator
Library for automatic features generation. The project follows the [Semantic Versioning Convention](http://semver.org/) 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](http://www.jmaxkanter.com/static/papers/DSAA_DSM_2015.pdf)
 - [A few useful things to know about machine learning](https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf)

# Similar libraries
 - [Featuretools](https://github.com/Featuretools/featuretools)
 - [Feature Forge](https://github.com/machinalis/featureforge)