Index

  • Installation
  • Glossary
  • Using the GPU
  • Advice on training
    • Training is not converging
    • Loss over iterations has big jumps
    • Slow training performance
      • Technical
      • Theoretical
    • Mixture kernels have equal parameter values
    • Unstable training: NaNs and Infs
  • Reproducibility
  • Scalability

  • Sub-modules

    • mogptk.data
    • mogptk.dataset
    • mogptk.gpr
    • mogptk.init
    • mogptk.model
    • mogptk.models
    • mogptk.transformer
    • mogptk.util

  • Tutorials

    • 00 Quick Start
    • 01 Data Loading
    • 02 Data Preparation
    • 03 Parameter Initialization
    • 04 Model Training
    • 05 Error Metrics
    • 06 Custom Kernels and Mean Functions
    • 07 Sparse Multi Input
    • 08 Multi Likelihood Classification

  • Examples

    • Airline passengers
    • Mauna Loa
    • Currencies
    • Financial
    • HAR
    • Bramblemet
    • EEG

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