hjjjackie

LDPC-Codes-Implementation

NOLD

Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes， Submitted for an IEEE journal;"

nlp_course

YSDA course in Natural Language Processing

A-Model-Driven-Deep-Learning-Method-for-Normalized-Min-Sum-LDPC-Decoding

feedback_code

high-speed-downloader

已不再维护

communications_neural_net

Implementation of Neural Nets for Communications Channel Decoding using Log Likelihood Ratios

LDPC

viterbi

Simulation of convolutional encoding over noisy channel with hard and soft Viterbi decoding

ldpc

Classification network based on deep learning

overloaded_MIMO

Deep learning aided iterative detection algorithm for massive overloaded MIMO channels

C-TISTA

C-TISTA for linear/non-linear inverse problems

MIKA2019

repository for MIKA2019

pytorch-admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

CAE-ADMM

CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

ADMM

Implemented ADMM for solving convex optimization problems such as Lasso, Ridge regression

dlADMM

dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers

Image-Reconstruction-by-CNN-based-PGD

Framework to train CNN and use it in Relaxed Projected Gradient Descent (RPGD) to reconstruct images

TISTA

Trainable ISTA for sparse signal recovery

Reproducible-Deep-Compressive-Sensing

Collection of reproducible deep learning for compressive sensing

Reed-Solomon

Proof of concept on how to implement the Reed Solomon class of error correcting codes in Python

BPN

Belief Propagation Network for Hard Inductive Semi-Supervised Learning (IJCAI 2019)

LDPC

Simple Matlab function implementing the LDPC soft decoding algorithm, with the log sum product method

sum-product-algo

A sum-product algorithm decoder implementation.

sumproduct

Sum product algorithm - Belief propagation (message passing) for factor graphs

LDPC_CODE

Python code for LDPC

Sequential-RNN-Decoder

Sequential RNN Decoder Code for 'Communication Algorithms via Deep Learning' ICLR paper

Construct-Long-Length-Block-and-Convolutional-MET-QC-LDPC-

construction high perfomance long length, low error floor block Multi-edge Type (MET) QC-LDPC codes and Tail-Biting convolutional MET QC-LDPC Codes (MET QC-LDPCC codes)

Kanalkodierung

Python project, encoding BCH and decoding soft/hard-reliability-based MLG

ldpc-peg

Implementation of Progressive Edge Growth algorithm in Tanner Graphs for short cycle free LDPC code construction