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@MLDS-NUS

Machine Learning and Dynamical Systems @ NUS Math

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  1. KoopmanDL KoopmanDL Public

    Learning Koopman operator by EDMD with trainable dictionary

    Python 20

  2. DeepLearningCustomThermodynamics DeepLearningCustomThermodynamics Public

    Code for reviewers

    Jupyter Notebook 8

  3. Seq2Seq-Deep-Learning-Demo Seq2Seq-Deep-Learning-Demo Public

    This is a demo for deep learning for sequence modelling, with some discussions on the theoretical aspects with references to our work.

    Python 6 2

  4. onsagernet-jax onsagernet-jax Public

    jax implementation of OnsagerNet

    Python 1

Repositories

Showing 4 of 4 repositories
  • DeepLearningCustomThermodynamics Public

    Code for reviewers

    MLDS-NUS/DeepLearningCustomThermodynamics’s past year of commit activity
    Jupyter Notebook 8 MIT 0 1 0 Updated Oct 8, 2024
  • onsagernet-jax Public

    jax implementation of OnsagerNet

    MLDS-NUS/onsagernet-jax’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 7, 2024
  • KoopmanDL Public

    Learning Koopman operator by EDMD with trainable dictionary

    MLDS-NUS/KoopmanDL’s past year of commit activity
    Python 20 MIT 0 0 0 Updated Jul 8, 2022
  • Seq2Seq-Deep-Learning-Demo Public

    This is a demo for deep learning for sequence modelling, with some discussions on the theoretical aspects with references to our work.

    MLDS-NUS/Seq2Seq-Deep-Learning-Demo’s past year of commit activity
    Python 6 MIT 2 0 0 Updated May 27, 2022

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