All Katas - ML Katas

by: newest upvotes saves

Physics-Informed Neural Network (PINN) for an ODE

yesterday hard (<30 mins) | pytorch autograd ode pinn physics

### Description Solve a simple Ordinary Differential Equation (ODE) using a Physics-Informed Neural Network. A PINN is a neural network that is trained to satisfy both the data and the underlying...
Building a Neural Ordinary Differential Equation (NODE) Layer

this month hard (>1 hr) | node ode continuous differential equation

Implement a simple **Neural Ordinary Differential Equation (NODE) layer**. This involves defining a `torch.nn.Module` that represents the derivative function $f(t, z(t))$ and then using...