├── .gitignore ├── LICENSE ├── README.md ├── demo ├── __init__.py ├── credit_card_demo │ ├── __init__.py │ ├── conv1d_autoencoder.py │ ├── data │ │ ├── .gitignore │ │ └── creditcardfraud.zip │ ├── feed_forward_autoencoder.py │ ├── models │ │ ├── con1d-auto-encoder-architecture.json │ │ ├── con1d-auto-encoder-config.npy │ │ ├── con1d-auto-encoder-history.npy │ │ ├── con1d-auto-encoder-weights.h5 │ │ ├── feedforward-encoder-architecture.json │ │ ├── feedforward-encoder-config.npy │ │ ├── feedforward-encoder-history.npy │ │ └── feedforward-encoder-weights.h5 │ └── unzip_utils.py └── ecg_demo │ ├── __init__.py │ ├── bidirectional_lstm_autoencoder.py │ ├── cnn_lstm_autoencoder.py │ ├── conv1d_autoencoder.py │ ├── data │ └── ecg_discord_test.csv │ ├── feed_forward_autoencoder.py │ ├── h2o_ecg_pulse_detection.py │ ├── lstm_autoencoder.py │ └── models │ ├── bidirectional-lstm-auto-encoder-architecture.json │ ├── bidirectional-lstm-auto-encoder-config.npy │ ├── bidirectional-lstm-auto-encoder-weights.h5 │ ├── cnn-lstm-auto-encoder-architecture.json │ ├── cnn-lstm-auto-encoder-config.npy │ ├── cnn-lstm-auto-encoder-weights.h5 │ ├── con1d-auto-encoder-architecture.json │ ├── con1d-auto-encoder-config.npy │ ├── con1d-auto-encoder-weights.h5 │ ├── feedforward-encoder-architecture.json │ ├── feedforward-encoder-config.npy │ ├── feedforward-encoder-weights.h5 │ ├── lstm-auto-encoder-architecture.json │ ├── lstm-auto-encoder-config.npy │ └── lstm-auto-encoder-weights.h5 ├── keras_anomaly_detection ├── __init__.py └── library │ ├── __init__.py │ ├── convolutional.py │ ├── evaluation_utils.py │ ├── feedforward.py │ ├── plot_utils.py │ └── recurrent.py ├── notebooks └── .gitignore ├── requirements.txt ├── setup.cfg └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chen0040/keras-anomaly-detection/HEAD/.gitignore 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