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coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

csquantization

Research code repository for ongoing development of methods connecting quantization and compressed sensing.

d-amp_toolbox

This package contains the code to run Learned D-AMP, D-AMP, D-VAMP, D-prGAMP, and DnCNN algorithms. It also includes code to train Learned D-AMP, DnCNN, and Deep Image Prior U-net using the SURE loss.

data-science-notes

数据科学的笔记以及资料搜集

data-structure

c++ 顺序表、链表、静态链表、队列、一元多项式、汉诺塔、火车调度问题、操作系统调度问题、背包问题、最大连续子列和问题、KMP算法、稀疏矩阵、广义表、并查集、无向图邻接表、有向图邻接表、Krusskal算法、Prim算法、最短路径Dijsktra算法、最短路径Bellman-Ford算法、最短路径Floyd算法、拓扑排序、关键路径、优化的冒泡排序、快速排序、直接插入排序、折半插入排序、闭散列实现、开散列实现

deep-learning-channel-estimation

Simulation code for “Channel Estimation in Massive MIMO under Hardware Non-Linearities: Bayesian Methods versus Deep Learning,” by Özlem Tugfe Demir, Emil Björnson, IEEE Open Journal of the Communications Society, To appear.

deep-learning-for-ldpc-decoding

We provide a Deep learning method for LDPC decoding

deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepsic

Data-driven implementaion of soft iterative interference cancellation for MIMO detection

distributed_particle_filtering

Source code for reproducing results in several papers related to particle filtering

dl_ofdm

Deep-Waveform: A Learned OFDM Receiver Based on Deep Complex Convolutional Networks

downloads

Hosts files for download

end2end_gan

Conditional GAN based End-to-End Communication System

ep4idd

This project includes Matlab functions to simulate MIMO and Equalization systems with Iterative Detection and Decoding

epmgp

expectation propagation for multivariate gaussian probabilities

fastjekyll

Autoinstall Jekyll for windows

fastpythonldpc

A port of MATLAB code for decoding LDPC codes using belief propagation to Python.

fir-channel-blind-equalization-based-on-hmm-and-em-algorithm

Matlab simulation of an EM algorithm based on HMM to blind channel equalization

flexible-gfdm-phy

This repository includes the FPGA implementation of a GFDM based transceiver running on National Instruments USRP.

free-programming-books

:books: Freely available programming books

gamp-regression

Generalized Approximate Message Passsing (GAMP) with known variance and prior hyperparameters for regression

generalized-gfdm-framework-

Reference implementation of GFDM framework

gfdm-framework

A new version of GFDM framework

git

gnn-decoder

hls_ldpc_dec

Full piplined LDPC decoder (IEEE 802.16e) implement in FPGA using Xilinx HLS(C synthesis to Verilog Codes)..

how-to-python-and-machine-learning-book

How to Python and Machine Learning book code repository

hybridprecodingmassivemimo

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