├── .gitignore ├── FLASH tutorial.ipynb ├── LICENSE ├── README.md ├── competing_methods ├── JMBayes.R ├── MPJLCMM.R ├── NASA_data │ ├── Damage Propagation Modeling.pdf │ ├── RUL_FD001.txt │ ├── RUL_FD002.txt │ ├── RUL_FD003.txt │ ├── RUL_FD004.txt │ ├── readme.txt │ ├── test_FD001.txt │ ├── test_FD002.txt │ ├── test_FD003.txt │ ├── test_FD004.txt │ ├── train_FD001.txt │ ├── train_FD002.txt │ ├── train_FD003.txt │ └── train_FD004.txt ├── all_model.py ├── load_PBC_Seq.R ├── load_aids.R └── load_simulated_joineRML.R ├── flash ├── base │ ├── base.py │ ├── history.py │ └── utils.py ├── cross_val.py ├── exp_K_sel.py ├── exp_NASA.py ├── exp_coef.py ├── exp_compare.py ├── exp_compare_sig.py ├── exp_lr_probit.py ├── inference.py ├── init │ ├── cox.py │ ├── mlmm.py │ └── ulmm.py ├── model │ ├── e_step_functions.py │ ├── m_step_functions.py │ └── regularizations.py ├── params │ ├── Aids │ │ ├── Flash_penalties │ │ └── final_selected_fc_parameters │ ├── FLASH_simu │ │ ├── Flash_penalties │ │ └── final_selected_fc_parameters │ ├── PBCseq │ │ ├── Flash_penalties │ │ └── final_selected_fc_parameters │ └── joineRML_simu │ │ ├── Flash_penalties │ │ └── final_selected_fc_parameters └── simulation.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Califrais/flash/HEAD/.gitignore -------------------------------------------------------------------------------- /FLASH tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Califrais/flash/HEAD/FLASH tutorial.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Califrais/flash/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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