XiaoyuWang2821

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

minSQN

Optimization using Stochastic quasi-Newton methods

mnielsen-neural-networks-and-deep-learning

From Michael Nielsen's neural networks and deep learning book

python-mnist

Simple MNIST data parser written in Python

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

simplified-deeplearning

Simplified implementations of deep learning related works

Stochastic_BB

Python implementation of SVRG-BB and SGD-BB algorithms

ucasthesis

[最新样式] **科学院大学学位论文 LaTeX 模板 LaTeX Thesis Template for the University of Chinese Academy of Sciences

XiaoyuWang2821/federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

XiaoyuWang2821/ada-hessian

Easy-to-use AdaHessian optimizer (PyTorch)

XiaoyuWang2821/Alex-Net-On-Mini-ImageNet-and-CIFAR-10

In this Notebook, I have implemented an Alex Net on Mini Image Net and CIFAR 10. Anyone can help to improve Mini Image Net version.

XiaoyuWang2821/ali-g

Implementation of the ALI-G algorithm (PyTorch, Tensorflow)

XiaoyuWang2821/apollo

Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization

XiaoyuWang2821/awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

XiaoyuWang2821/Awesome-Federated-Learning

Federated Learning Library: https://fedml.ai

XiaoyuWang2821/benchmark_bilevel

benchmark for bi-level optimization solvers

XiaoyuWang2821/BOME

Bilevel Optimization

XiaoyuWang2821/examples

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

XiaoyuWang2821/FedProx

Federated Optimization in Heterogeneous Networks (MLSys '20)

XiaoyuWang2821/few-shot-ctm

Few shot learning

XiaoyuWang2821/hypertorch

XiaoyuWang2821/IAPTT-GM

Code Repository for NeurIPS 2021 accepted paper, named "Torwards Gradient-based Bilevel Optimization with non-convex Followers and Beyond"

XiaoyuWang2821/imgclsmob

Sandbox for training deep learning networks

XiaoyuWang2821/kbfgs_neurips2020_public

XiaoyuWang2821/l4-pytorch

L4: Practical loss-based stepsize adaptation for PyTorch

XiaoyuWang2821/loss-landscape-anim

Create animations for the optimization trajectory of neural nets

XiaoyuWang2821/Matrix-Sketching-Toolkits

XiaoyuWang2821/mini-imagenet-tools

Tools for generating mini-ImageNet dataset and processing batches

XiaoyuWang2821/nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

XiaoyuWang2821/PuzzleMix

Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)

XiaoyuWang2821/pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

XiaoyuWang2821/sps

Official code for the Stochastic Polyak step-size optimizer

XiaoyuWang2821/Step-Decay-Step-Size

XiaoyuWang2821/stocBiO

Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"

XiaoyuWang2821/The-step-decay-step-size-

XiaoyuWang2821/xiaoyu_wang.github.io

XiaoyuWang2821/xiaoyuw.github.io

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

XiaoyuWang2821/xiaoyuwang.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage