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DataField Guide

Get AI-powered recommendations for multi-step DataField Exploration

API Configuration

Enter the specific model name for your chosen provider

Start New Feature Engineering Pipeline

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Available Feature Engineering Categories

The AI assistant can recommend from these 15 categories:

Basic Arithmetic & Mathematical Operations
Logical & Conditional Operations
Time Series: Change Detection & Value Comparison
Time Series: Statistical Feature Engineering
Time Series: Ranking, Scaling, and Normalization
Time Series: Decay, Smoothing, and Turnover Control
Time Series: Extremes & Position Identification
Cross-Sectional: Ranking, Scaling, and Normalization
Cross-Sectional: Regression & Neutralization
Cross-Sectional: Distributional Transformation & Truncation
Transformational & Filtering Operations
Group Aggregation & Statistical Summary
Group Ranking, Scaling, and Normalization
Group Regression & Neutralization
Group Imputation & Backfilling