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  • User Guide
    • Why tinygp?
    • Installation Guide
    • Troubleshooting
    • Benchmarks
    • Release Notes
  • Tutorials
    • An Introduction to tinygp
    • Getting Started
    • Modeling Frameworks
    • Fitting a Mean Function
    • Multivariate Data
    • Custom Kernels
    • Kernel Transforms
    • Custom Geometry
    • Derivative Observations & Pytree Data
    • Non-Gaussian Likelihoods
    • Mixture of Kernels
    • Scalable GPs with Quasiseparable Kernels
    • Custom Quasiseparable Kernels
  • Contributor Guide
    • Code of Conduct
  • Public API
    • GaussianProcess
    • ConditionResult
    • kernels package
      • Kernel
      • Conditioned
      • Custom
      • Sum
      • Product
      • Constant
      • DotProduct
      • Polynomial
      • Stationary
      • Exp
      • ExpSquared
      • Matern32
      • Matern52
      • Cosine
      • ExpSineSquared
      • RationalQuadratic
      • Distance
      • L1Distance
      • L2Distance
      • kernels.quasisep package
        • Quasisep
        • Wrapper
        • Sum
        • Product
        • Scale
        • Celerite
        • SHO
        • Exp
        • Matern32
        • Matern52
        • Cosine
        • CARMA
    • means package
      • Mean
      • Conditioned
    • noise package
      • Diagonal
      • Dense
      • Banded
    • solvers package
      • DirectSolver
      • QuasisepSolver
      • solvers.quasisep package
        • QSM
        • DiagQSM
        • StrictLowerTriQSM
        • StrictUpperTriQSM
        • LowerTriQSM
        • UpperTriQSM
        • SquareQSM
        • SymmQSM
        • GeneralQSM
    • transforms package
      • Transform
      • Linear
      • Cholesky
      • Subspace
  • GitHub Repository
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  • .md

User Guide

User Guide#

The following pages give some background on the context within which tinygp exists, as well as detailed installation and API documentation. Click through for all the details, or head over to the Tutorials for a more hands-on experience.

  • Why tinygp?
  • Installation Guide
  • Troubleshooting
  • Benchmarks
  • Release Notes

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