kristiantorres

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

alive-progress

A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!

vedo

A python module for scientific analysis of 3D data based on VTK and Numpy

julia-vscode

Julia extension for Visual Studio Code

submitit

Python 3.8+ toolbox for submitting jobs to Slurm

torchbeast

A PyTorch Platform for Distributed RL

Instagram-DeepFake-Bot

An Instagram Bot serving as an account, people can use to create DeepFakes on Instagram.

pylops

PyLops – A Linear-Operator Library for Python

graph-pde

Using graph network to solve PDEs

rlstructures

RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.

deepwave

Wave propagation modules for PyTorch.

Deep-ADMM-Net

pymgrid

pymgrid is a python library to generate and simulate a large number of microgrids.

PRF

Probabilistic Random Forest: A machine learning algorithm for noisy datasets

ipf

Seismic image processing for geologic faults

physics_based_learning

Learning for computational imaging system made simple.

pyproximal

PyProximal – Proximal Operators and Algorithms in Python

pylops_notebooks

Collection of notebooks showcasing how to use various PyLops functionalities

dask-memusage

A low-impact profiler to figure out how much memory each task in Dask is using

DS3_practical_optim_for_ml

Notebooks from DS3 course on practical optimization

KirchMig.jl

Julia package to perform Kirchhoff migration and demigration

nersc-rapids-workshop

NERSC RAPIDS Workshop 2020

Devito4PyTorch

Integrating Devito operators into PyTorch

PAT_CODES

WaveFD.jl

Reference single time step propagators. Part of the COFII framework.

pytorch_rtm

checkin

A repository for new members to learn git and the GitHub workflow

sklearn_cv_pandas

RandomizedSearchCV/GridSearchCV with pandas.DataFrame interface