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Akshay Subramaniam's Projects

climsim icon climsim

An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.

cuml icon cuml

cuML - RAPIDS Machine Learning Library

kaldi icon kaldi

This is the official location of the Kaldi project.

legion icon legion

The Legion Parallel Programming System

lzsse icon lzsse

LZ77/LZSS designed for SSE based decompression

modulus icon modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

modulus-launch icon modulus-launch

Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

modulus-sym icon modulus-sym

An abstracted framework for training AI surrogates of physical systems using physics-based symbolic loss functions

numcodecs icon numcodecs

A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

nvcomp icon 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.

srgan-tensorflow icon srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

tegan icon tegan

Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields

zarr-python icon zarr-python

An implementation of chunked, compressed, N-dimensional arrays for Python.

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