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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.

   179 20

2. DeepAuto-AI/automl-agent DeepAuto-AI/automl-agent Public

   [ICML-25] AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML

   Python 18 2

3. 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 58 22

4. 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 30 12

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

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

   Python 6 1

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

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

   PureBasic 5 2