lizonghang Goto Github PK

learn-gluon

code of gluonbook

lizonghang.github.io

Welcome to my homepage! Please see lizonghang.github.io for details.

mcf-load-balance

metisfl

MetisFL is a federated learning framework that allows developers to easily federate their machine learning workflows and train their models across distributed data silos without ever collecting the data in a centralized location. The core of the framework is written in C++ and focuses on scalability, speed and resiliency.

mxnet-inception-v4

mxnet-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

nbsync

netstorm

NetStorm: Accelerating Geo-distributed Machine Learning with Network-Aware Adaptive Tree and Auxiliary Route

neural-network

opencv2-python-tutorials

This repo contains tutorials on OpenCV-Python library using new cv2 interface

overleaf

A web-based collaborative LaTeX editor

persf-semcom

PerSF-SemCom: Personalized Saliency-Based Semantic Communication

pfl-non-iid

The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.

ps-lite

A lightweight parameter server interface

pso-mlp

Train Multi-Layer Perception Model model via standard Particle Swarm Optimization.

pyfirewall

Python控制iptables的自动隔离爬虫和端口扫描的防火墙

python-badapple

Python实现BadApple字符动画

python-repository

A Repository For My Python Projects

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

saliency_metrics

sfc-dqn

Tensorflow Implementation of SFC-DQN

singa

a distributed deep learning platform

symphonys

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tsp

遗传算法、禁忌搜索、模拟退火、蚁群算法