bailingbird Goto Github PK

adaptive-federated-learning

Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"

agent-based-simulations-for-5g-edge

Three Agent-Based Simulation for Edge Computing in 5G and Beyond for the recent paper titled "Design and Simulation of a Hybrid Architecture for Edge Computing in 5G and Beyond" by Hamed Rahimi et al.

blasting_dictionary

爆破字典

cloud-computing--research-project

I worked on Cloud Computing related to fog Computing and implemented paper ”Edge Affinity-based Management of Applications in Fog Computing Environments”.Here I implemented two Algorithm one for “classifying application”and “application selection”.

courb

Towards Federated Learning in Edge Computing for Real-Time Traffic Estimation in Smart Cities

ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-q-learning-for-mobile-edge-computing

deep-reinforcement-learning-for-dynamic-spectrum-access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

dependency-aware-computation-offloading-for-mobile-edge-computing-with-edge-cloud-cooperation

The code for paper titled "Dependency-Aware-Computation-Offloading-for-Mobile-Edge-Computing-with-Edge-Cloud-Cooperation"

edge-computing-codes

Simulation of algorithms for Edge Computing-related papers.

energyinterference-dynamicprogramming-cec

Energy Saving and Interference Coordination in HetNets Using Dynamic Programming and CEC

faceswap

Deepfakes Software For All

fcrl

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

federated-learning-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federatedlearning

Thesis in Federated Learning using an Edge/Cloud Computing architecture

frl

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

hierfl

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

hybridprecodingmassivemimo

Low-complexity hybrid precoding in massive mulituser MIMO systems, IEEE Wireless Communications Letters

interference-coordination-in-full-duplex-hetnet-with-large-scale-antenna-arrays

Paper about Small Cell, Massive MIMO and Full-duplex

interview-code-practice-python

面试题

joyful-pandas

pandas中文教程

lassoadmm

Source code for our paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

learn-compresscsi-ra-v2x-code

Code for Learn to Compress CSI and Allocate Resources in Vehicular Networks

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata, lihang]

lihang-code

《统计学习方法》的代码实现

load-forecasting-resnet

short-term load forecasting with deep residual networks

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard