This repository has the code used in the WEAPON research.
These files are needed in order to obtain the WEAPON results.
Cert_Dataset_Loading.ipynb -- Data extraction and preprocessing
Cert_Aux_Functions2.ipynb -- Auxiliary functions
Snorkel_LFs.ipynb -- Test data rotulation with snorkel
Search IF Snorkel.ipynb -- Hiperparametrization for IF
Search OCSVM-SGD Snorkel.ipynb -- Hiperparametrization for OCSVM-SGD
Search SAEBN Snorkel.ipynb -- Hiperparametrization for SAEBN
Search Conv1D-LSTM_AE Snorkel.ipynb -- Hiperparametrization for WEAPON
Search WDSAEBN Snorkel.ipynb -- Hiperparametrization for WDSAEBN