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0.0.1
JetGP
Theory Manual
Gaussian Processes
Derivative-Enhanced Gaussian Processes
Derivative Screening
Weighted Gradient Enchanced Gaussian Processes
Directional Derivative-Enhanced Gaussian Processes
Multi-output Gaussian Processes
Gradient Enhanced Multi-output Gaussian Processes
Note on Observation Noise
API Reference
Full DEGP
Weighted DEGP (WDEGP)
Full DDEGP
Full GDDEGP
Weighted DDEGP (WDDEGP)
Hyperparameter Optimizers
Utilities and Helpers
Getting Started with JetGP
JetGP Modules Overview
Initializing JetGP Modules
Hyperparameter Optimization
Making Predictions
JetGP Module Examples
Derivative-Enhanced Gaussian Process (DEGP)
1D DEGP Kernel Comparison
Directional Derivative-Enhanced Gaussian Process (DDEGP)
Generalized Directional Derivative-Enhanced Gaussian Process (GDDEGP)
Weighted Derivative-Enhanced Gaussian Process (WDEGP)
Numerical Examples
DEGP Examples
1D Arbitrary Order Derivative-Enhanced Gaussian Process Numerical Example
High-Dimensional DEGP Tutorial: 4D Function Approximation with 2D Visualization
Cycling Spatial Derivative Strategy for DEGP
WDEGP Examples
Sparse Derivative-Enhanced GP Tutorial: 2D Example
4D Derivative-Enhanced GP with KMeans Submodel Clustering
DDEGP Examples
DEGP Tutorial: 3D Function Approximation with 2D Slice Visualization
3D Example: GDDEGP on Hartmann3 Function with Multiple Directional Derivatives
Help & Reference
Changelog
Coverage Report
Repository
Show source
.rst
.pdf
Weighted DDEGP (WDDEGP)
Weighted DDEGP (WDDEGP)
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