├── .gitignore ├── LICENSE ├── README.org ├── algorithms.py ├── cubic_regularization.ipynb ├── datasets ├── covtype.bz2 ├── mushrooms ├── u.data └── w8a ├── img └── alg.svg ├── linesearch_logistic_regression_w8a.ipynb ├── logistic_regression.ipynb ├── loss_functions.py ├── matrix_factorization.ipynb ├── optimizers.py ├── pytorch ├── optimizer.py ├── resnet.py ├── run.py └── utils.py ├── saved_data └── .gitignore └── trainer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ymalitsky/adaptive_GD/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ymalitsky/adaptive_GD/HEAD/LICENSE -------------------------------------------------------------------------------- /README.org: 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