probfindiff: reference documentation

Probabilistic numerical finite differences. Like traditional finite difference formulas, but with modelling flexibility and uncertainty quantification.

Getting started

• Installation
• A quick example

Tutorials

• Finite differences on custom grids
• Finite differences and modelling
• Partial derivatives and other axis magic
• Observation noise
• Batched differentiation
• Multivariate derivatives
• Calibration and model selection

API documentation

• API: probfindiff package
  • Submodules
    • probfindiff.stencil
    • probfindiff.collocation
  • Subpackages
    • probfindiff.utils
      • Submodules

Developer documentation

• Contribution guide
• Running the example notebooks

Other

• GitHub Repository

Indices and tables

• Index

• Module Index

• Search Page