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AetherForecast Engine

A generic regression engine for predicting a continuous target variable from structured tabular data using feature engineering and ensemble methods.

Features

  • Clean, modular Python codebase following best practices
  • Full data preprocessing pipeline
  • Multiple regression models with evaluation
  • Trained Random Forest model persisted with Joblib
  • Easy to extend or retrain on new datasets

Installation

pip install -r requirements.txt

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A completely generic, professional name that reveals nothing about flights, airlines, or pricing.

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