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1. cselab/adaled cselab/adaled Public

   Adaptive Learning of Effective Dynamics

   Python 6 1

2. cselab/LED cselab/LED Public

   Python 21 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 98 37

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 47 11

5. LearningEffectiveDynamics LearningEffectiveDynamics Public

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

   Python 11 1

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

   Python 6