├── LICENSE ├── README.md ├── data ├── a9a ├── intro.png ├── mnist.zip ├── samples.png └── table.png ├── demo.ipynb ├── loss_functions.py ├── make_plots.py ├── saga.py ├── scr.py ├── sgd.py └── tr.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/README.md -------------------------------------------------------------------------------- /data/a9a: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/data/a9a -------------------------------------------------------------------------------- /data/intro.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/data/intro.png -------------------------------------------------------------------------------- /data/mnist.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/data/mnist.zip -------------------------------------------------------------------------------- /data/samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/data/samples.png -------------------------------------------------------------------------------- /data/table.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/data/table.png -------------------------------------------------------------------------------- /demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/demo.ipynb -------------------------------------------------------------------------------- /loss_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/loss_functions.py -------------------------------------------------------------------------------- /make_plots.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/make_plots.py -------------------------------------------------------------------------------- /saga.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/saga.py -------------------------------------------------------------------------------- /scr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/scr.py -------------------------------------------------------------------------------- /sgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/sgd.py -------------------------------------------------------------------------------- /tr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dalab/subsampled_cubic_regularization/HEAD/tr.py --------------------------------------------------------------------------------