hwang595 Goto Github PK

744-final-project-2017fall

744 course project of group8

atomo

Atomo: Communication-efficient Learning via Atomic Sparsification

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

comparison_mx_tf

comparison between mxnet and tensorflow on both signal machine and distributed tasks

csrankings

A web app for ranking computer science departments according to their research output in selective venues.

cuttlefish

The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"

data_augmentation_playground

validation and initial experiments for data augmentation

deeplearningimplementations

Implementation of recent Deep Learning papers

detox

DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation

distributed-mxnet

distributed networks on MXNet

distributed_net_workspace

distributed_tensorflow

distributed TensorFlow deep nets

distributedmnist

Distributed MNIST using Tensorflow

draco

DRACO: Byzantine-resilient Distributed Training via Redundant Gradients

erasurehead

distributed gradient descent using approximate coding to mitigate stragglers

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

foe-iclr2024

The implementation of FoE for ICLR 2024

hwang595.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

image-classification-revised

revised image classification examples from official MXNet site

lbd_comparisons

with kin teaching and direct teaching codes included

ml-material

Useful machine learning materials

modified-pytorch-cifar

Adapted from https://github.com/kuangliu/pytorch-cifar

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet_hack

mxnet code hacked by hwang

nlp

This is where I put all my work in Natural Language Processing

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

probabilistic-federated-neural-matching

Bayesian Nonparametric Federated Learning of Neural Networks

provml

provML

ps_pytorch

implement distributed machine learning with Pytorch + OpenMPI

pufferfish

The implementation for MLSys 2021 paper: "Pufferfish: Communication-efficient Models At No Extra Cost"