washake Goto Github PK

360tools

The 360tools package is software for VR video processing experiments. The software includes both 360 video conversion and quality metrics functionality

5g-flow-ran

a2c-tcp

Advantage Actor Critic in Pytorch with TCP

accelerated_gbd

actor-critic-based-resource-allocation-for-multimodal-optical-networks

Source code of 2018 GLOBECOM paper named "Actor-Critic-Based Resource Allocation for Multimodal Optical Networks"

actor-critic-methods-paper-to-code

age-bandit

Simulation for age-of-information bandit problems

aoi_rl

Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks

automatic-parking

Python implementation of an automatic parallel parking system in a virtual environment, including path planning, path tracking, and parallel parking

awesome-federated-learning

federated-learning

awesome-ml4co

bipartite-mat

Efficient and Consistent Adversarial Bipartite Matching

bipartited2d

Bipartite Graph Based Proportional Fair Resource Allocation for D2D Communication

book-resource-allocation

Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Foundations and Trends in Communications and Information Theory, vol. 9, no. 2-3, pp. 113-381, 2013

cash-constrained-lot-sizing-goodwill

The code for the paper "A cash-constrained dynamic lot sizing problem with loss of goodwill and credit-based loan"

channelnet

Implementation of the paper "Deep Learning-Based Channel Estimation"

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

cluster_optimization

Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud Resource Allocation and Power Management using Deep Reinforcement Learning" and achieve a good trade-off between power usage and job latency.

combining-optimization-and-simulation-using-logic-based-benders-decomposition

communication-in-cross-silo-fl

Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)

cooperativenetworking

Simulation Code in Python for the paper entitled "Cooperation Optimized Design for Information Dissemination in Vehicular Networks using Evolutionary Game Theory"

corl

coursera-ml-using-matlab-python

coursera吴恩达机器学习课程作业自写Python版本+Matlab原版

csma

IEEE 802.15.4 CSMA Python Implementation

cxhsmm

Source codes for the Coxian Hidden Semi-Markov Models (CxHSMM)

cybertwin-enabled-cloud-native-core-network-scheduling

data-mining

All data mining practice with Matlab

data-mining-in-matlab

The commands about Data mining, which are all of the commands do you need to do the data mining.

datacenter-network-analysis

This project compares the network performance of datacenter architectures. The traditional 3-layer model is compared to the new spine and leaf model. The analysis is done using an optimization technique called Drift Plus Penalty (DPP) algorithm.