├── .gitignore ├── LICENSE ├── README.md ├── blockwise_descent.py ├── blockwise_descent_semisparse.py ├── misc ├── SGLpaper.pdf ├── __init__.py ├── logistic_cost_minimization.py └── penalties.py ├── sparse_group_lasso.ipynb ├── subgradients.py ├── subgradients_semisparse.py ├── test_sgl.py ├── test_sgl_logistic.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | .idea 3 | __pycache__ 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/README.md -------------------------------------------------------------------------------- /blockwise_descent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/blockwise_descent.py -------------------------------------------------------------------------------- /blockwise_descent_semisparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/blockwise_descent_semisparse.py -------------------------------------------------------------------------------- /misc/SGLpaper.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/misc/SGLpaper.pdf -------------------------------------------------------------------------------- /misc/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/misc/__init__.py -------------------------------------------------------------------------------- /misc/logistic_cost_minimization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/misc/logistic_cost_minimization.py -------------------------------------------------------------------------------- /misc/penalties.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/misc/penalties.py -------------------------------------------------------------------------------- /sparse_group_lasso.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/sparse_group_lasso.ipynb -------------------------------------------------------------------------------- /subgradients.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/subgradients.py -------------------------------------------------------------------------------- /subgradients_semisparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/subgradients_semisparse.py -------------------------------------------------------------------------------- /test_sgl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/test_sgl.py -------------------------------------------------------------------------------- /test_sgl_logistic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/test_sgl_logistic.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/rtavenar/SparseGroupLasso/HEAD/utils.py --------------------------------------------------------------------------------