Normal-Tangent-Descent

Pytorch implementation of Normal-Tangent-Descent experiments from preprint [1].

Experiments Notebook: NTD_paper_experiments.ipynb

Example installation using pip

$ git clone https://github.com/COR-OPT/ntd.py.git
$ python -m pip install -e .

[1]: D. Davis and L. Jiang. A nearly linearly convergent first-order method for nonsmooth functions with quadratic growth (2022). https://arxiv.org/abs/2205.00064