Popular GitHub Repositories for Chaos

Prediction of timeseries using methods of nonlinear dynamics and timeseries analysis

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

Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimization (hyperparameter optimization algorithm) is used to tune the hyperparameters and improve the performance.

Playing with SimpleITK and nnU-Net to process data from the CHAOS challenge on Google Colab.

??‍♂️ AutoChaos, inject chaos automatically using a generative AI engineer.

JAX composable differentiable chaos indicators