AutoFeature Kits

Time series/multimodal automatic feature template library

Product category: Feature engineering

Applicable platforms: Python, Jupyter, CLI

Technical affiliation: Feature Engineering, AutoFE

Programming language affiliation: Python

Tags: #FeatureEngineering #AutoML Product 

Type: Feature engineering

AutoFeature Kits provides rich pluggable operators: season/trend/volatility indicators, sliding window statistics, difference/ratio, frequency domain and wavelet, cross features, target encoding, text/image/sensor embedding adaptation. It has built-in feature importance, redundancy/leak detection, collinearity analysis, stability screening, and outputs interpretable "feature report". Time series projects can quickly establish strong baselines; multimodal projects can unify numerical and vector columns; decision projects can encode policy contexts as learnable inputs. AutoFeature lets "constructing features" no longer rely on "god-like intuition", but become a standardized pipeline.

Delivery method: Instant digital download after purchase
License: Single-user commercial license
Usage limit: One-time use
Support: Technical documentation provided in the delivery file; no human technical support included