Teaching demos

Huggingface interactive online demonstrations

• Linear regression demo
• Gaussian elimination demo
• Binomial distribution demo
• Laplace transforms with ODE demo
• Generic PDEs
  • Convective transport PDE visualisation
  • Wave equation PDE visualisation

Google Colab notebook demonstrations

For numerical methods concepts, below are some Python based notebooks.

• Finite numerical precision errors demo
• Non-linear equations iterative solutions demo
• Norms, condition numbers, basics of linear systems demo
• LU decomposition and application demo
• Iterative methods for linear systems demo
• Numerical integration demo
• Finite difference demo
• Interpolation methods demo