Akshay Subramaniam's repositories
WCHR-regent
Regent implementation of the WCHR scheme
SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
ArrayOfPointers
Code to test F03 and F08 features of a Fortran compiler
ClimSim
An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.
nvcomp
Repository for nvCOMP docs and examples. nvCOMP is a library for fast lossless compression/decompression on the GPU that can be downloaded from https://developer.nvidia.com/nvcomp.
earth2studio
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems
modulus-sym
An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions
numcodecs
A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.
torch-harmonics
Differentiable Spherical Harmonic transforms in PyTorch
zarr-python
An implementation of chunked, compressed, N-dimensional arrays for Python.