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tesuract 0.2.0 documentation

Introduction

  • Main features
  • Installation

User Guide

  • Fitting with sklearn’s API
  • Model comparison
  • Hyper-parameter tuning
  • Feature Importances
  • Tensor or field surrogates

API

  • PCE Base Class
  • PCE Regression Class
Theme by the Executable Book Project

Index

_ | C | E | F | J | P | T

_

  • _compile() (tesuract.PCEReg method)
  • _quad_fit() (tesuract.PCEReg method)

C

  • compile() (tesuract.PCEBuilder method)
  • computeMoments() (tesuract.PCEBuilder method)
  • computeSobol() (tesuract.PCEBuilder method)

E

  • eval() (tesuract.PCEBuilder method)

F

  • feature_importances() (tesuract.PCEReg method)
  • fit() (tesuract.PCEReg method)
  • fit_transform() (tesuract.PCEBuilder method)

J

  • joint_effects() (tesuract.PCEReg method)

P

  • PCEBuilder (class in tesuract)
  • PCEReg (class in tesuract)
  • polyeval() (tesuract.PCEBuilder method)
  • predict() (tesuract.PCEReg method)

T

  • transform() (tesuract.PCEBuilder method)
    • (tesuract.PCEReg method)

By K. Chowdhary
© Copyright 2021, K. Chowdhary.