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1. OverlappingSchwarz.jl OverlappingSchwarz.jl Public

   A Julia package for distributed optimal control solutions of nonlinear systems, based on an overlapping domain approach.

   Julia 1

2. dl-hidimuq dl-hidimuq Public

   MATLAB implementation of the reduced-order Fokker Planck equation solutions, with experiments conducted for 1D and 2D quantities of interest in a high-dimensional stochastic power systems model.

   MATLAB 1

3. TensorizingFlow TensorizingFlow Public

   PyTorch and MATLAB implementations of tensorizing-flow for variational inference, focusing on (1) high-dimensional sample generation using tensor-network representation of probability densities. (2…

   Jupyter Notebook 2

4. Ensemble_LSTM_Networks Ensemble_LSTM_Networks Public

   A PyTorch implementation of the Long-Short-Term Memory (LSTM) network architecture along with its variants (e.g. stacked, ensemble, attention-based).

   Jupyter Notebook 1

5. ResNet-MoriZwanzig ResNet-MoriZwanzig Public

   A PyTorch implementation of "Learning Reduced Systems via Deep Neural Networks with Memory", using the ResNet model.

   Python 1

6. OptionsPricer OptionsPricer Public

   C++ implementations of options pricing for European, American, and Bermuda types using dynamic programming.

   Python 1