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  1. mtad-gat-pytorch mtad-gat-pytorch Public

    PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).

    Python 357 84

  2. TimeVQVAE TimeVQVAE Public

    [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

    Jupyter Notebook 136 15

  3. TimeVQVAE-AnomalyDetection TimeVQVAE-AnomalyDetection Public

    [official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.

    Jupyter Notebook 84 15

  4. tdt99-2020 tdt99-2020 Public

    Repository for the theory module TDT99

    37 6

  5. List-of-Papers List-of-Papers Public

    Curated List of papers on Time Series Analysis

    16 3

  6. synthetic-data synthetic-data Public

    Generate synthetic time-series using generative adversarial networks. Functional end-to-end system for dataset generation, model registry/inferences and UI interface for evaluation.

    Jupyter Notebook 16 3

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