API Reference overview

• GMRFs
  • Metadata
  • Arithmetic
  • Spatiotemporal setting
• Latent Models
  • Overview
  • LatentModel Interface
  • Available Models
  • Usage Examples
  • Key Features
  • See Also
  • Formula Terms
• Formula Interface
  • Quick Example
  • Terms and Builders
  • See Also
• Spatial Utilities
  • Contiguity Adjacency from Polygons
  • See Also
• Observation Models
  • Core Concepts
  • Exponential Family Models
  • Custom Observation Models
  • Nonlinear Least Squares
  • Advanced Features
  • API Reference
• Gaussian Approximation
  • Conjugate vs Non Conjugate Cases
  • Basic Usage Pattern
  • Examples
  • Performance Notes
  • API Reference
• Hard Constraints
  • Mathematical Foundation
  • Basic Usage Pattern
  • Examples
  • Gaussian Approximation with Constraints
  • API Reference
• SPDEs
• Spatial and spatiotemporal discretizations
  • Discretizing SPDEs
  • Spatial discretization: FEM
  • Temporal discretization and state space models
• Meshes
• Plotting
• Solvers
  • Direct Methods (Cholesky, LU)
  • Pardiso
  • Iterative Methods (CG, GMRES)
  • Variance Computation Strategies
  • Advanced Operations
  • Choosing a Solver
• Autoregressive Models
• Linear Maps
• Preconditioners
• Automatic Differentiation
  • Zygote with custom chainrules
  • LDLFactorizations Approach
  • Troubleshooting