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probdiffeq documentation
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pnkraemer/probdiffeq
probdiffeq documentation
pnkraemer/probdiffeq
Probabilistic solvers for differential equations in JAX
Getting started with ProbDiffEq
FAQ: PROBDIFFEQ 101
FAQ: PROBDIFFEQ 101
Transitioning from other packages
Choosing a solver
Troubleshooting
SOLVER CONFIGURATION
SOLVER CONFIGURATION
Understanding probabilistic solvers as collocation methods
Exploring posterior uncertainties
Choosing between dynamic and non-dynamic solvers
Simulating second-order systems
Understanding the role of Taylor coefficients
PARAMETER ESTIMATION
PARAMETER ESTIMATION
Estimating ODE parameters with Optax
Estimating ODE parameters with BlackJAX
Training a Neural ODE with Optax
MISCELLANEOUS EXAMPLES
MISCELLANEOUS EXAMPLES
Using Equinox's reverse-mode differentiable while-loops
API DOCUMENTATION
API DOCUMENTATION
ivpsolve
ivpsolvers
stats
taylor
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Table of contents
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DEVELOPER DOCUMENTATION
DEVELOPER DOCUMENTATION
Private and public API
Creating an example notebook
Continuous Integration
BENCHMARKS
BENCHMARKS
Lotka-Volterra
Pleiades
Hires
Stiff Van-der-Pol
Taylor-series: Pleiades
Taylor-series: FitzHugh-Nagumo
Taylor-series: Neural ODE problem
Table of contents
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State-space model implementations.