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1. awesome-deep-time-series-representations awesome-deep-time-series-representations Public

   A curated list of state-of-the-art papers on deep learning for universal representations of time series.

   145 13

2. kaist-dmlab/MG-TAR kaist-dmlab/MG-TAR Public

   [IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction

   Python 54 21

3. kaist-dmlab/DF-TAR kaist-dmlab/DF-TAR Public

   [WWW-21] DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior

   Python 28 12

4. kaist-dmlab/Time-CAD kaist-dmlab/Time-CAD Public

   [ECML PKDD 2023] Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses

   Jupyter Notebook 5 2

5. kaist-dmlab/AnoViz kaist-dmlab/AnoViz Public

   [AAAI-23] AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series

   Python 5 1

6. kaist-dmlab/PASTA kaist-dmlab/PASTA Public

   [IEEE TETCI] PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series

   PureBasic 4 2