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lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

low_complexity_fbmc_mimo

m-bcjr-algorithm

MATLAB implementation of the M BCJR algorithm for equalization of ISI channels.

machine_learning_beginner

机器学习初学者公众号作品

massive-mimo-detection

Massive MIMO Detection using MMSE-SIC and Expectation Propagation - Matlab

master

A machine learning course using Python, Jupyter Notebooks, and OpenML

mbmlbook

Sample code for the Model-Based Machine Learning book.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

nonlinear-ofdm

Belief-propagation receivers for nonlinear OFDM

ns2_uwsn

NS2 simulator for underwater sensor network

numpy-ml

Machine learning, in numpy

ofdm_dnn

ofdm_im

OFDM with Index Modulation (OFDM-IM) with various detection types and imperfect CSI

on_red

This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schniter

onsager_deep_learning

Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

polar

C and MATLAB implementation for Polar encoding and decoding

polar-3gpp-matlab

Matlab simulations of the encoder and SCL decoder for the New Radio polar code from 3GPP Release 15

polarcodedecodersinmatlab

This is the Matlab realization of Polar Decoders, including CA-SCL, Fast CA-SCL and BP decoder.

polarcodes-encoding-decoding-construction

Polar codes Fast MATLAB implementations, including encoder, several types of SC decoder, CRC-SCL decoder and many code construction algorithms.

polarcodesbeliefpropagationdecoder

MATLAB codes for polar BP decoder. It is just a very simple BP decoder. I hope it would be useful for new learners of polar codes. MATLAB_Polar_BP_conventional is a quicker version.

polarcodesspheredecoder

Polar Codes decoded by Sphere decoder. This is just a common sphere decoder with some methods to reduce its complexity.

pyldpc

Python bindings for LDPC codes from https://github.com/radfordneal/LDPC-codes

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

radiocnn

simplified_manifold_optimization

Manifold-based-algorithm to solve problems with constant modulus constraints.

smc_tools

Sequential Monte Carlo Tools

spheredecoding

Matlab implementation of the Sphere Decoder by A. Ghasemmehdi and E. Agrell [2011]

spheredecoding-1

Sphere decoding : (SDIRS algorithm) and using Deep Neural Network to improve

stanford-cs-221-artificial-intelligence

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence