├── INDRNN_(V)AE ├── dataset │ ├── readme.md │ ├── test.npy │ └── train.npy ├── graph.png ├── ind_rnn_cell.py ├── indrnn_ae_vae.py └── readme.md ├── LSTM_VAE ├── LSTM_VAE.png ├── LSTM_VAE.py ├── dataset │ ├── data0.csv │ ├── lstm_test.npy │ ├── lstm_test_label.npy │ └── lstm_train.npy ├── readme.md └── utils.py ├── MLP_VAE ├── MLP_VAE.py ├── data │ ├── a.py │ ├── test.npy │ ├── test_label.npy │ └── train.npy ├── img │ ├── MLP_VAE.png │ ├── a.txt │ ├── iforest.png │ └── lof.png └── readme.md └── README.md /INDRNN_(V)AE/dataset/readme.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /INDRNN_(V)AE/dataset/test.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/dataset/test.npy -------------------------------------------------------------------------------- /INDRNN_(V)AE/dataset/train.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/dataset/train.npy -------------------------------------------------------------------------------- /INDRNN_(V)AE/graph.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/graph.png -------------------------------------------------------------------------------- /INDRNN_(V)AE/ind_rnn_cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/ind_rnn_cell.py -------------------------------------------------------------------------------- /INDRNN_(V)AE/indrnn_ae_vae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/indrnn_ae_vae.py -------------------------------------------------------------------------------- /INDRNN_(V)AE/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/INDRNN_(V)AE/readme.md -------------------------------------------------------------------------------- /LSTM_VAE/LSTM_VAE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/LSTM_VAE.png -------------------------------------------------------------------------------- /LSTM_VAE/LSTM_VAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/LSTM_VAE.py -------------------------------------------------------------------------------- /LSTM_VAE/dataset/data0.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/dataset/data0.csv -------------------------------------------------------------------------------- /LSTM_VAE/dataset/lstm_test.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/dataset/lstm_test.npy -------------------------------------------------------------------------------- /LSTM_VAE/dataset/lstm_test_label.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/dataset/lstm_test_label.npy -------------------------------------------------------------------------------- /LSTM_VAE/dataset/lstm_train.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/dataset/lstm_train.npy -------------------------------------------------------------------------------- /LSTM_VAE/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/readme.md -------------------------------------------------------------------------------- /LSTM_VAE/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/LSTM_VAE/utils.py -------------------------------------------------------------------------------- /MLP_VAE/MLP_VAE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/MLP_VAE.py -------------------------------------------------------------------------------- /MLP_VAE/data/a.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /MLP_VAE/data/test.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/data/test.npy -------------------------------------------------------------------------------- /MLP_VAE/data/test_label.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/data/test_label.npy -------------------------------------------------------------------------------- /MLP_VAE/data/train.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/data/train.npy -------------------------------------------------------------------------------- /MLP_VAE/img/MLP_VAE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/img/MLP_VAE.png -------------------------------------------------------------------------------- /MLP_VAE/img/a.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /MLP_VAE/img/iforest.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/img/iforest.png -------------------------------------------------------------------------------- /MLP_VAE/img/lof.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/img/lof.png -------------------------------------------------------------------------------- /MLP_VAE/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/MLP_VAE/readme.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SchindlerLiang/VAE-for-Anomaly-Detection/HEAD/README.md --------------------------------------------------------------------------------