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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 302 70

  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 60 7

  3. tdt99-2020 tdt99-2020 Public

    Repository for the theory module TDT99

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  4. List-of-Papers List-of-Papers Public

    Curated List of papers on Time Series Analysis

    14 3

  5. TimeVQVAE-AnomalyDetection TimeVQVAE-AnomalyDetection Public

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

    Jupyter Notebook 7 2

  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 5 2

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