Feature Interpretability

Tested Use Cases

  • Tensorflow Coupon Models
  • Pytorch Nested Cylinder Models

Scripts

  • Plot Features
  • Plot Features Over Fields
  • Feature Sensitivity
  • Field Sensitivity
  • Field Autocorrelation
  • Feature - Field Correlation
  • Feature - Field Standard Deviation Correlation
  • Feature - Prediction Correlation

Feature Derivatives

  • Introduction
  • Derivatives on Tensorflow Coupon Models
  • Derivatives on Pytorch Nested Cylinder Models

Helper Functions

  • Outer Functions
  • Setup
  • Coupon Data
  • Nested Cylinder Data
  • Tensorflow Custom
  • Pytorch Custom

Developer Tools

  • Environments
  • Testing with Pytest
  • Test Scripts Script
  • Documentation
Feature Interpretability
  • Search

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