Jiwei Zhao's repositories
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
beamforming
Matlab files for various types of beamforming
ClusteringDirectionCentrality
A novel Clustering algorithm by measuring Direction Centrality (CDC) locally. It adopts a density-independent metric based on the distribution of K-nearest neighbors (KNNs) to distinguish between internal and boundary points. The boundary points generate enclosed cages to bind the connections of internal points.
Communication_eBooks
上传一些关于通信的好书，以便不时之需。
daily_arxiv
Using GitHub Action to collect paper list with publicly available source code in the daily arxiv
FreeAI
OpenAI should not be a closed AI. FreeAI持续向更好用、更强大、更便宜的AI开放而努力，可为一般的科研组省下一笔的不易报销的经费支出。
grant-free
Simulation code for “Clustering-Based Activity Detection Algorithms for Grant-Free Random Access in Cell-Free Massive MIMO,” by U. K. Ganesan, E. Björnson and E. G. Larsson, IEEE Transactions on Communications, vol. 69, no. 11, pp. 7520-7530, November 2021
meshnet-lab
Emulate huge mobile ad-hoc mesh networks using Linux network namespaces.
neural-network-lyapunov
Synthesizing neural-network Lyapunov functions (and controllers) as stability certificate.
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
openwifi
open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software
Popular-RL-Algorithms
PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..
Prediction-Methods
SVR, Decision Tree, Rendom Forest, Multi Linear Regression, Polynomial Regression
PSReadLine
A bash inspired readline implementation for PowerShell
sem
A framework to manage ns-3 simulation campaigns: let SEM perform multiple parallelized executions of your ns-3 scenario, permanently save the results and output them in plotting-friendly data structures. All from the comfort of the command line or in a few, clean lines of Python code.
SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习