neurodiffeq
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Contents:
Introduction
Getting Started
Advanced Uses
API Reference
How Does It Work?
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Welcome to neurodiffeq’s documentation!
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Welcome to neurodiffeq’s documentation!
¶
Contents:
Introduction
Differential Equations
Ordinary Differential Equations
System of Ordinary Differential Equations
Partial Differential Equations
About NeuroDiffEq
Two examples
Lotka–Volterra equations
Poisson’s equation
Getting Started
Solving ODEs
ODE Example 1: Exponential Decay (using the legacy
solve
function)
ODE Example 2: Harmonic Oscilator
Solving Systems of ODEs
Systems of ODE Example 1: Harmonic Oscilator
Systems of ODE Example 2: Lotka–Volterra equations
Tired of the annoying warning messages? Let’s get rid of them by using a ‘Solver’
Solving PDEs
PDE Example 1: Laplace’s Equation
PDE Example 2: 1-D Heat Equation
Irregular Domain
Advanced Uses
Tuning the Solver
Simple Harmonic Oscillator Example
Specifying the Networks
Specifying the Training Set and Validation Set
Specifying the Optimizer
Specifying the Loss Function
Access the Internals
Using a
solve*
function to get internals
Using a
Solver*
instance to get internals
API Reference
neurodiffeq.neurodiffeq
neurodiffeq.networks
neurodiffeq.conditions
neurodiffeq.solvers
neurodiffeq.monitors
neurodiffeq.ode
neurodiffeq.pde
neurodiffeq.pde_spherical
neurodiffeq.temporal
neurodiffeq.function_basis
neurodiffeq.generators
neurodiffeq.operators
neurodiffeq.callbacks
neurodiffeq.utils
How Does It Work?
Satisfying the Equation
Satisfying the Initial/Boundary Conditions
The implementation
Indices and tables
¶
Index
Module Index
Search Page
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