API Reference

This section contains the key class reference of Modeva, frequently asked questions, and utilities.

• DataSet
  • Data Loading and Management
  • Data Exploration
  • Preprocessing
  • Feature Selection and Management
  • Outlier Detection
  • Data Access and Properties
  • Train-Test Split Management
  • Extra and Protected Data Management
  • Data Drift and Sampling
• Model Zoo
  • Model Management
  • Model Training
  • Model Registry
  • Properties
• Interpretable Models
  • Regression
  • Classification
• Hyperparameter Tuning
  • modeva.models.ModelTunePSO
  • modeva.models.ModelTuneOptuna
  • modeva.models.ModelTuneGridSearch
  • modeva.models.ModelTuneRandomSearch
• Model Wrappers
  • modeva.models.MoRegressor
  • modeva.models.MoClassifier
  • modeva.models.MoSKLearnRegressor
  • modeva.models.MoSKLearnClassifier
  • modeva.models.MoScoredRegressor
  • modeva.models.MoScoredClassifier
• Test Suite
  • Post-hoc Explanation
  • Inherent Interpretation
  • Diagnostics
  • Model Comparison
  • Utilities
• Validation Result
  • modeva.utils.results.ValidationResult
• Pipeline
  • modeva.automation.pipeline.Pipeline
• Utilities
  • modeva.utils.mlflow.clear_mlflow_home
  • modeva.utils.mlflow.set_mlflow_home
  • modeva.utils.mlflow.get_mlflow_home
  • modeva.testsuite.utils.slicing_utils.get_data_info