Feature Engineering Tools
- 01. Featuretools - An open source python framework for automated feature engineering
- 02. Deep Feature Synthesis (DFS) is an automated method for performing feature engineering on relational and temporal data.
- 03. autofeat library - Linear Prediction Models with Automated Feature Engineering and Selection
- 04. tsfresh is a python package. It automatically calculates a large number of time series characteristics, the so called features.
- 05. Explorium’s advanced, automated feature engineering, intelligently extracts features from tons of raw data sources to feed machine learning projects.
- 06. Feature-engine is a Python library with multiple transformers to engineer and select features to use in machine learning models.
- 07. dotData - Automated Feature Engineering & Enterprise AI Automation
- 08. PyFeat: A Python-based Effective Feature Generation Tool from DNA, RNA, and Protein Sequences
- 09. featurewiz a new python library for creating and selecting the best features in your data set fast!