Akshay Subramaniam (akshaysubr)

akshaysubr

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Location:United States

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Akshay Subramaniam's repositories

TEGAN

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

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WCHR-regent

Regent implementation of the WCHR scheme

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SRGAN-tensorflow

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

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ArrayOfPointers

Code to test F03 and F08 features of a Fortran compiler

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ClimSim

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

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cuml

cuML - RAPIDS Machine Learning Library

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dotfiles

My setup for bash, vim and tmux

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kaldi

This is the official location of the Kaldi project.

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LZSSE

LZ77/LZSS designed for SSE based decompression

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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.

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earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

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legion

The Legion Parallel Programming System

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modulus

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

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modulus-launch

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

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modulus-sym

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

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numcodecs

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

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torch-harmonics

Differentiable Spherical Harmonic transforms in PyTorch

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zarr-python

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

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