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  • RECLAIM
  • Motivation

Guide

  • User Guide

Data Description

  • Data Introduction
  • Static Features
  • Dynamic Features
  • Feature Engineering
  • Feature Transformation

MODEL Description

  • XGBoost
  • LightGBM
  • CatBoost
  • RECLAIM Ensemble

MODEL Drivers

  • Feature Importance of XGBoost
  • Feature Importance of LightGBM
  • Feature Importance of CatBoost
  • Feature Importance of RECLAIM Ensemble

API Reference

  • RECLAIM API
    • Subpackages
      • reclaim.derived_features package
      • reclaim.dynamic_features package
      • reclaim.static_features package
    • reclaim.generate_features module
RECLAIM
  • RECLAIM API
  • View page source

RECLAIM API

Subpackages

  • reclaim.derived_features package
    • reclaim.derived_features.feature_engineering_and_transformation module
      • engineer_and_transform_features()
  • reclaim.dynamic_features package
    • Subpackages
      • reclaim.dynamic_features.utils package
        • reclaim.dynamic_features.utils.catchment_meteorology module
        • reclaim.dynamic_features.utils.inflow_outflow module
        • reclaim.dynamic_features.utils.rainfall module
        • reclaim.dynamic_features.utils.statistical_metrics module
        • reclaim.dynamic_features.utils.ts_aggregate module
    • reclaim.dynamic_features.catchment_dynamic module
      • catchment_based_dynamic_features()
    • reclaim.dynamic_features.reservoir_dynamic module
      • reservoir_based_dynamic_features()
  • reclaim.static_features package
    • Subpackages
      • reclaim.static_features.utils package
        • reclaim.static_features.utils.aec_shape module
        • reclaim.static_features.utils.area_perimeter module
        • reclaim.static_features.utils.catchment_agreggate module
        • reclaim.static_features.utils.flow_length module
    • reclaim.static_features.catchment_static module
    • reclaim.static_features.reservoir_static module
      • reservoir_based_static_features()

reclaim.generate_features module

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