Numerical optimization using the Newton conjugate gradient method
Studying and implementing the Newton conjugate gradient method in SciPy.
Regularization of ill-posed problems
Implementing Tikhonov regularization (weight decay/ridge regression) in Python to solve ill-posed problems.
Generating and exloring fractal structures with Python and Numba.