The final data analysis and models put in the structure as below, Other folders and files are draft codes.
Folder structure:
├── dataPreprocessing # The final data preprocessing, include split train and test set
│ └── dataPreprocessing.ipynb
├── Data_Analysis_and_Visualization # Initial exploration for data, include data analysis and visualization
│ ├── DataAnalysis_DiCao.ipynb
│ ├── DataAnalysis_chenqin.ipynb
│ ├── DataAnalysis_longxuan.ipynb
│ ├── DataAnalysis_miaoqin.ipynb
│ └── DataAnalysis_yun.ipynb
├── Models # Final models
│ ├── DBN+AnomalyDetection.ipynb
│ ├── DBN.py
│ ├── DBN_classifier.ipynb
│ ├── RBM.py
│ ├── Deep Method.ipynb
│ ├── LSTM_Anomaly_Detection.ipynb
└── └── lightGBM.ipynb