ZHUANGHP

Analytic-continual-learning

This repository will be posting analytic continual learning series, including Analytic Class-Incremental Learning (ACIL), Gaussian Kernel Embedded Analytic Learning (GKEAL), Dual-Stream Analytic Learning (DS-AL), etc.

Analytic-federated-learning

This repo will be continually updating analytic federated learning methods.

FDG

Fully Decoupled Neural Network Learning Using Delayed Gradients (FDG)

LeetCode-Solution-Python

我的 LeetCode 做题记录，使用 Python 语言作答。

DDG

A PyTorch implementation of the paper "Decoupled Parallel Backpropagation with Convergence Guarantee"

local-loss

PyTorch code for training neural networks without global back-propagation

zhuang.github.io

Accumulated-Decoupled-Learning

ACnnL

Official code for the ACnnL paper

DALI

A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

ELM-pytorch

Extreme Learning Machine implemented in Pytorch

energy_ood

gluon-cv

Gluon CV Toolkit

hpzhuang.github.io

Leetcode

🎓Leetcode solutions in Python 📚

LeetCode-Solution-PPT

我给 LeetCode 中文版制作的题解 PPT。

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

numpy-ml

Machine learning, in numpy

pytorch-autoencoders

Implementation of autoencoders in PyTorch

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-YOLOv4

PyTorch ,ONNX and TensorRT implementation of YOLOv4

Tiny-ImageNet-Classifier

Tiny-ImageNet Classifier using Pytorch

ZHUANGHP.github.io

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