Computer Programs

1. MATLAB Programs for Eigenvalue/Singular Value Computations using the Inverse-Free Preconditioned (IFP) Krylov Subspace Methods:
   • Symmetric Generalized Eigenvalue Problem: EIGIFP.m
   • Symmetric Generalized Eigenvalue Problem (block algorithm): BLEIGIFP.m
   • Singular Value Problem: SVDIFP.m
     
     
2. scoRNN: Tensorflow Program for Scaled Cayley Orthogonal Recurrent Neural Networks.
3. scuRNN: Tensorflow Program for Scaled Cayley Unitary Recurrent Neural Networks.
4. ENRNN: Tensorflow Program for Eigenvalue Normalized Recurrent Neural Networks.
5. Keras Program for RNA State Inference with LSTMs.
6. PyTorch Program for Adaptive Weighted GAN (aw-GAN).
7. PyTorch Program for Neumann-Cayley GRU (NC-GRU).
8. PyTorch Program for Molecular Representations by NC-GRU.
9. PyTorch Program for Assorted-Time Normalization (ATN) for RNNs.
10. PyTorch Program for Symmetric CNNs for sequential recommendation problems (CosRec).
11. Tensorflow Program for Symmetric CNNs for RNA secondary structure prediction.