Three two-dimensional test problems are included in DeepOBS. They are mainly included for illustrative purposes as these explicit loss functions can be plotted.
They are all stochastic variants of classical deterministic optimization test functions.
two_d/noisy_beale two_d/noisy_branin two_d/noisy_rosenbrock