├── .gitignore ├── Data ├── Data_class.m ├── Example.m ├── LFP.m ├── LFP.mat ├── LFPLicense.md ├── Paracetamol.m ├── Paracetamol.txt ├── ParacetamolLicense.md ├── Preprocess │ ├── FTIR_data.mat │ ├── FTIR_test.mat │ ├── FTIR_train.mat │ ├── FTIR_val.mat │ ├── PreprocessHWData.m │ └── PreprocessLFPData.m ├── Raman.m ├── RamanLMJBackSubOrder5.csv ├── RamanLMJBackSubOrder6.csv ├── RamanLicense.md ├── RamanMsback.csv ├── RamanRaw.csv ├── addwgn.m └── data_object_gui_interaction.m ├── LICENSE ├── README.md ├── lavade.mlapp └── src ├── calc_rmse.m ├── ridge_regression.m └── standardize_test.m /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/.gitignore -------------------------------------------------------------------------------- /Data/Data_class.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Data_class.m -------------------------------------------------------------------------------- /Data/Example.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Example.m -------------------------------------------------------------------------------- /Data/LFP.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/LFP.m -------------------------------------------------------------------------------- /Data/LFP.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/LFP.mat -------------------------------------------------------------------------------- /Data/LFPLicense.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/LFPLicense.md -------------------------------------------------------------------------------- /Data/Paracetamol.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Paracetamol.m -------------------------------------------------------------------------------- /Data/Paracetamol.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Paracetamol.txt -------------------------------------------------------------------------------- /Data/ParacetamolLicense.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/ParacetamolLicense.md -------------------------------------------------------------------------------- /Data/Preprocess/FTIR_data.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/FTIR_data.mat -------------------------------------------------------------------------------- /Data/Preprocess/FTIR_test.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/FTIR_test.mat -------------------------------------------------------------------------------- /Data/Preprocess/FTIR_train.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/FTIR_train.mat -------------------------------------------------------------------------------- /Data/Preprocess/FTIR_val.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/FTIR_val.mat -------------------------------------------------------------------------------- /Data/Preprocess/PreprocessHWData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/PreprocessHWData.m -------------------------------------------------------------------------------- /Data/Preprocess/PreprocessLFPData.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Preprocess/PreprocessLFPData.m -------------------------------------------------------------------------------- /Data/Raman.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/Raman.m -------------------------------------------------------------------------------- /Data/RamanLMJBackSubOrder5.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/RamanLMJBackSubOrder5.csv -------------------------------------------------------------------------------- /Data/RamanLMJBackSubOrder6.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/RamanLMJBackSubOrder6.csv -------------------------------------------------------------------------------- /Data/RamanLicense.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/RamanLicense.md -------------------------------------------------------------------------------- /Data/RamanMsback.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/RamanMsback.csv -------------------------------------------------------------------------------- /Data/RamanRaw.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/RamanRaw.csv -------------------------------------------------------------------------------- /Data/addwgn.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/addwgn.m -------------------------------------------------------------------------------- /Data/data_object_gui_interaction.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/Data/data_object_gui_interaction.m -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/README.md -------------------------------------------------------------------------------- /lavade.mlapp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/lavade.mlapp -------------------------------------------------------------------------------- /src/calc_rmse.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/src/calc_rmse.m -------------------------------------------------------------------------------- /src/ridge_regression.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/src/ridge_regression.m -------------------------------------------------------------------------------- /src/standardize_test.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JoachimSchaeffer/LAVADE/HEAD/src/standardize_test.m --------------------------------------------------------------------------------