Example Codes, Use Cases & Documentation

Machine Learning Frameworks

• TensorFlow
• PyTorch
• MXNet
• Theano
• Keras
• FLUX (Julia)

Programming Languages and Environments

• BASH
• C
• C++
• Fortran
• IDL
• Julia
• Mathematica
• MATLAB
• Perl
• Python
• R
• STATA

Numerical and I/O Libraries

• Armadillo
• MKL
• BLAS
• LAPACK
• GSL
• HDF5
• FFTW
• NETCDF
• OpenBLAS

Parallel Computing

• MPI
• OpenMP
• Hybrid (MPI+OpenMP)
• Python
• R
• Julia
• MATLAB
• Mathematica
• STATA
• Parallel I/O

Example Recipes

• Job arrays
• Movie processing and reading data from CSV files
• MATLAB MEX files from C++ source code
• Image processing with MATLAB
• Parallel Job Arrays
• Pytorch Example

Applications

• Weather Research and Forecasting (WRF) Model
• Schrodinger
• Knitro

Visualization

• ParaView
• VisIt