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1. cselab/adaledcselab/adaledPublic

   Adaptive Learning of Effective Dynamics

   Python 5

2. cselab/LEDcselab/LEDPublic

   Python 19 7

3. RNN-RC-ChaosRNN-RC-ChaosPublic

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

   Python 94 36

4. RNN-Lyapunov-SpectrumRNN-Lyapunov-SpectrumPublic

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

   Python 41 10

5. LearningEffectiveDynamicsLearningEffectiveDynamicsPublic

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

   Python 7

6. cselab/LED-Molecularcselab/LED-MolecularPublic

   Python 5