├── .DS_Store ├── .gitattributes ├── Datasets ├── biodeg.csv ├── communities.csv ├── divorce.csv ├── scrna-seq │ ├── .DS_Store │ ├── .gitattributes │ ├── featnames.npy │ ├── features_hl.npy │ ├── x_imputed.npy │ └── y.npy └── turkiye-student-evaluation_generic.csv ├── LICENSE ├── README.md ├── master_thesis_version ├── Datasets │ ├── biodeg.csv │ ├── communities.csv │ ├── divorce.csv │ ├── scrna-seq │ │ ├── featnames.npy │ │ ├── features_hl.npy │ │ ├── x_imputed.npy │ │ └── y.npy │ └── turkiye-student-evaluation_generic.csv ├── experiment1.py ├── experiment2.py ├── experiment3.py ├── experiment4.py ├── experiment_divorce.py ├── experiment_rna_seq.py ├── experiment_student.py └── psi │ ├── __pycache__ │ ├── helper.cpython-37.pyc │ ├── hsic_lasso_psi.cpython-37.pyc │ └── simulation.cpython-37.pyc │ ├── helper.py │ ├── hsic_lasso_psi.py │ ├── linear.py │ ├── poly_multi.py │ └── simulation.py └── paper_version ├── .DS_Store ├── experiment_communities.py ├── experiment_power.py ├── experiment_rna_seq.py ├── experiment_student.py ├── experiment_ti_error.py └── psi ├── .DS_Store ├── __pycache__ ├── helper.cpython-39.pyc ├── hsic_lasso_psi.cpython-39.pyc ├── linear.cpython-39.pyc ├── poly_multi.cpython-39.pyc └── simulation.cpython-39.pyc ├── helper.py ├── hsic_lasso_psi.py ├── linear.py ├── poly_multi.py └── simulation.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tobias-freidling/hsic-lasso-psi/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tobias-freidling/hsic-lasso-psi/HEAD/.gitattributes -------------------------------------------------------------------------------- /Datasets/biodeg.csv: -------------------------------------------------------------------------------- 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