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Achievement: YOLOAchievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: Starstruck
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Pinned

  1. cselab/adaled cselab/adaled Public

    Adaptive Learning of Effective Dynamics

    Python 3

  2. cselab/LED cselab/LED Public

    Python 17 7

  3. RNN-RC-Chaos RNN-RC-Chaos Public

    RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

    Python 81 33

  4. RNN-Lyapunov-Spectrum RNN-Lyapunov-Spectrum Public

    A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

    Python 37 11

  5. LearningEffectiveDynamics LearningEffectiveDynamics Public

    Framework to learn effective dynamics and couple a macro scale simulator with a fast neural network latent propagator.

    Python 5

  6. cselab/LED-Molecular cselab/LED-Molecular Public

    Python 5 1