Yang Guo's repositories
pytorch-dann
A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation
adversairal-attacks-pytorch
A pytorch implementations of Adversarial attacks and utils
alpaca_farm
A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
Convex.jl
A Julia package for disciplined convex programming
convexjulia
Call Convex.jl from R
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
DeepDomainAdaptation
Tensorflow deep learning based domain adaptation model implementations with experiment of estimate MNIST by SVHN data (SVHN -> MNIST): DANN (domain-adversarial neural network), Deep JDOT (joint distribution optimal transportation)
DomainBed
DomainBed is a suite to test domain generalization algorithms
eval-transductive-robustness
Exploring evaluating the adversarial robustness of transductive-learning based defenses.
lid_adversarial_subspace_detection
Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
ps_pytorch
implement distributed machine learning with Pytorch + OpenMPI
pytorch-adversarial-training
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
SHOT
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
signSGD
Code for the signSGD paper
Simplified-DSN
Simplified implementation for Domain Seperation Networks
SSDA_MME
Semi-supervised Domain Adaptation via Minimax Entropy
TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
ttt_cifar_release
TTT Code Release
WideResNet-pytorch
Wide Residual Networks (WideResNets) in PyTorch
yguooo.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes