MoDeVa MoDeVa
  • Installation
  • User Guide
  • API Reference
    • DataSet
    • Feature Engineering
    • Model Zoo
    • Interpretable Models
    • DirectRS
    • ICL-MoE
    • GBDT Leaf Kernel
    • FuseKernel
    • Hyperparameter Tuning
    • Model Wrappers
    • Test Suite
    • Validation Result
    • Pipeline
    • Utilities
  • Examples
  • Dataset
  • Feature Engineering
  • Model Development
  • Built-in Interpretable Models
  • External Models
  • Model Calibration
  • Hyperparameter Tuning
  • Model Validation
  • Model Residual
  • Model Performance
  • Overfit Detection
  • Reliability Analysis
  • Resilience Analysis
  • Robustness Analysis
  • Fairness Analysis
  • Explainability
  • Weakness Region Detection
  • Utilities
Modeva
  • API Reference

API Reference

This section documents the key classes and functions of Modeva, reconstructed from the public API. The methods introduced in this distribution are listed alongside their counterparts in the original structure: the feature-engineering transformers with the data classes, and the DirectRS, ICL-MoE, GBDT-Kernel and FuseKernel models with the interpretable models.

Data

  • DataSet
    • LocalDataSet
  • Feature Engineering
    • Aggregator
    • Bivector Features
    • Rotation & Shear
    • Shape Features
    • Row Geometry
    • Tree-Based Features
    • Encoding & Temporal

Models

  • Model Zoo
    • LocalModelZoo
  • Interpretable Models
    • Regression
    • Classification
  • DirectRS
    • MoDirectRSRegressor
    • MoDirectRSClassifier
  • ICL-MoE
    • MoDirectRSICLRegressor
    • MoDirectRSICLClassifier
  • GBDT Leaf Kernel
    • MoGBDTKernelRegressor
    • MoGBDTKernelClassifier
  • FuseKernel
    • MoFuseKernelRegressor
    • MoFuseKernelClassifier
  • Hyperparameter Tuning
    • ModelTunePSO
    • ModelTuneOptuna
    • ModelTuneGridSearch
    • ModelTuneRandomSearch
  • Model Wrappers
    • MoRegressor
    • MoClassifier
    • MoSKLearnRegressor
    • MoSKLearnClassifier
    • MoScoredRegressor
    • MoScoredClassifier

Testing and Utilities

  • Test Suite
    • LocalTestSuite
  • Validation Result
    • ValidationResult
  • Pipeline
    • Pipeline
  • Utilities
    • get_data_info()
    • set_mlflow_home()
    • get_mlflow_home()
    • clear_mlflow_home()
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