├── README.md ├── examples ├── least squares │ ├── README.md │ ├── data │ │ └── robls.bin │ └── robust least squares.ipynb └── sfg dro │ ├── model_erm.pkl │ └── run_sfg.ipynb ├── kdro ├── __init__.py ├── deprecated.py ├── kdro.py ├── kernel.py ├── lsq_util.py ├── plot.py └── util.py ├── setup.cfg ├── setup.py └── sgd ├── relaxed.py └── sfg_util.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/README.md -------------------------------------------------------------------------------- /examples/least squares/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/examples/least squares/README.md -------------------------------------------------------------------------------- /examples/least squares/data/robls.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/examples/least squares/data/robls.bin -------------------------------------------------------------------------------- /examples/least squares/robust least squares.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/examples/least squares/robust least squares.ipynb -------------------------------------------------------------------------------- /examples/sfg dro/model_erm.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/examples/sfg dro/model_erm.pkl -------------------------------------------------------------------------------- /examples/sfg dro/run_sfg.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/examples/sfg dro/run_sfg.ipynb -------------------------------------------------------------------------------- /kdro/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /kdro/deprecated.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/deprecated.py -------------------------------------------------------------------------------- /kdro/kdro.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/kdro.py -------------------------------------------------------------------------------- /kdro/kernel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/kernel.py -------------------------------------------------------------------------------- /kdro/lsq_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/lsq_util.py -------------------------------------------------------------------------------- /kdro/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/plot.py -------------------------------------------------------------------------------- /kdro/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/kdro/util.py -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- 1 | [metadata] 2 | description_file = README.md 3 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/setup.py -------------------------------------------------------------------------------- /sgd/relaxed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/sgd/relaxed.py -------------------------------------------------------------------------------- /sgd/sfg_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jj-zhu/kdro/HEAD/sgd/sfg_util.py --------------------------------------------------------------------------------