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ICOS_bentoML_Models

In this project, the first 5 LSTM and first 5 keras models of Anastasios Giannopoulos are saved to bentoML.

To install requirements use: pip install -r .\requirements.txt

src/RNN/rnn.py is the main file created by Anastasios Giannopoulos. The models created by running this file are saved to src/RNN/models folder with keras save model.

src/Anomaly_Detector/Anomaly_Detector.py is the file created by Anastasios Giannopoulos for Anomaly Detection. The models created by running this file are saved to src/Anomaly_Detector/models folder with pkl.

BentoML_save_{}.py transfers the created models to bentoML. rnn -> keras Anomaly_Detector -> scikit learn

BentoML_load_{}.py loads the saved models and runs a sample validation. It also saves a sample set to send to Ceadar