This repo is used to store the numerical experiments of the work: stochastic gradient descent in the viewpoint of graduated optimization. A preprint version can be found here.
- toy_prob_1.ipynb: 1-D toy numerical example
- toy_prob_2.ipynb: 2-D toy numerical example
- ML_SGD_pytorch.ipynb: numerical experiments of NNs with PyTorch:
