Modeva Package

A tool for interpretable model development and validation.

Contents:

• Installation
  • Prerequisite
  • Github Installation
• User Guide
  • Introduction
  • Data Processing
  • Interpretable Models
  • Model Wrapping
  • Model Calibration
  • Model Explainability
  • Diagnostic Suite
  • Low code
• 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

Gallery:

• 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