IGI 3013 is an academic lesson on optimisation

Note : Some Labs are not yet finish, it is an ongoing work

The goal is to work on function optimisation and discover AI principle.

Content of the course :

Differentiable optimization
Gradient descent
Constrained optimization
Geometric optimality
Orthogonal projection
- L1-ball
- Hypersphere

Package used :

Numpy / autograd / mathplotlib