Repo to reproduce figures from

Gibson et al., On the stability of gradient descent with second order dynamics for time-varying cost functions, TMLR 2025 https://openreview.net/forum?id=HlzjI2fn2T

conda create -n opt matplotlib numpy conda-forge::tqdm pytorch::pytorch torchvision torchaudio -c pytorch