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@azencot-group

The Sequential Learning Group

Our group builds machine learning tools to model, disentangle, and forecast complex time-dependent data.

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  1. ImagenTime ImagenTime Public

    Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series

    Python 62 6

  2. ImagenFew ImagenFew Public

    Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach

    Python 46 7

  3. KoVAE KoVAE Public

    Koopman VAE (KoVAE), a new generative framework that is based on a novel design for the model prior.

    Python 34 11

  4. SuperLinear SuperLinear Public

    Jupyter Notebook 26 1

  5. SKD SKD Public

    Multifactor Sequential Disentanglement via Structured Koopman Autoencoders

    Python 21 3

  6. MTLinear MTLinear Public

    Python 20 2

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