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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 390 88

  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 161 16

  3. TimeVQVAE-AnomalyDetection TimeVQVAE-AnomalyDetection Public

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

    Jupyter Notebook 99 17

  4. tdt99-2020 tdt99-2020 Public

    Repository for the theory module TDT99

    37 6

  5. 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 20 5

  6. List-of-Papers List-of-Papers Public

    Curated List of papers on Time Series Analysis

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  • ml4its2026 Public
    ML4ITS/ml4its2026’s past year of commit activity
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  • chronos-custom Public

    Minimal extensions to Chronos-2

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    Jupyter Notebook 0 Apache-2.0 0 0 0 Updated Mar 18, 2026
  • TimeVQVAE Public

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

    ML4ITS/TimeVQVAE’s past year of commit activity
    Jupyter Notebook 161 MIT 16 6 0 Updated Mar 1, 2026
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    HTML 0 0 0 0 Updated Sep 9, 2025
  • Latent-Diffusion-Model-for-Conditional-Reservoir-Facies-Generation Public

    [official] PyTorch implementation of Latent Diffusion Model for Conditional Reservoir Facies Generation

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    Python 17 MIT 6 0 0 Updated Nov 7, 2024
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  • TimeVQVAE-AnomalyDetection Public

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

    ML4ITS/TimeVQVAE-AnomalyDetection’s past year of commit activity
    Jupyter Notebook 99 MIT 17 1 0 Updated Aug 9, 2024
  • 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).

    ML4ITS/mtad-gat-pytorch’s past year of commit activity
    Python 390 MIT 88 9 0 Updated Jan 16, 2024
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    Websiteof ML4ITS project

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    HTML 0 Apache-2.0 0 0 0 Updated Nov 29, 2023
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    Page of ML4ITS 2022 Workshop

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    HTML 0 0 0 0 Updated Sep 22, 2023

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