Pinned Repositories
acustic_OFDM
This project uses the speaker and the microphone of the computer to realize a complete acoustic OFDM communication system in the MATLAB environment. The system includes phase estimation, channel equalization, bits encoding and cyclic prefix. The main script transmits an example image and shows the received one. Some plots are automatically generated to evaluate the system performances.
AdaptiveModulationML
Adaptive Modulation using k-NN classification for OFDM system
AdversarialNetsPapers
The classical paper list with code about generative adversarial nets
ample
General Implementation of Approximate Message Passing
AutoEncoder-Based-Communication-System
Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/
BayesDNN
Implementing Bayesian Deep Neural Network
DAFML
Decentralised Asynchronous Federated Machine Learning using Blockchain
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Underwater-acoustic-channel-dataset
The dataset simulated for deep learning
UnderwaterAcoustic
A MATLAB demonstration of under-water acoustic communication using OFDM technology. This demo implements simple multipath channels and allows transmission/reception of image files.
haozhao10's Repositories
haozhao10/Underwater-acoustic-channel-dataset
The dataset simulated for deep learning
haozhao10/DAFML
Decentralised Asynchronous Federated Machine Learning using Blockchain
haozhao10/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
haozhao10/AdversarialNetsPapers
The classical paper list with code about generative adversarial nets
haozhao10/BayesDNN
Implementing Bayesian Deep Neural Network
haozhao10/bokeh
图形编辑Interactive Data Visualization in the browser, from Python
haozhao10/ChannelNet
Implementation of the paper "Deep Learning-Based Channel Estimation"
haozhao10/CNNPruning
Pruning of pretrained Resnet18 model using PyTorch pruning library.
haozhao10/Deep-Learning-21-Examples
《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码
haozhao10/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.
haozhao10/Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
haozhao10/End2End_GAN
Conditional GAN based End-to-End Communication System
haozhao10/few-shot
Repository for few-shot learning machine learning projects
haozhao10/GOWT
wind turbine
haozhao10/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
haozhao10/MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
haozhao10/models
Models and examples built with TensorFlow
haozhao10/OFDM_DNN
haozhao10/PlotNeuralNet
Latex code for making neural networks diagrams
haozhao10/pytorch-beginner
pytorch tutorial for beginners
haozhao10/PyTorch-Tutorial
Build your neural network easy and fast
haozhao10/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
haozhao10/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
haozhao10/Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
haozhao10/ResNet-for-Radio-Recognition
Implementation and improvement of "Over the Air Deep Learning Based Radio Signal Classification"
haozhao10/ResourceAllocationReinforcementLearning
intial version
haozhao10/SignalGeneration
GAN that creates short audio clips
haozhao10/SLOPE_AMP
Code to accompany the paper "Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing"
haozhao10/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
haozhao10/viznet
network visualization toolkit