Belief propagation with sparse matrices (scipy.sparse) in Python for LDPC codes. Includes NumPy implementation of message passing (min-sum and sum-product) and a few other decoders.
☆37Aug 20, 2022Updated 3 years ago
Alternatives and similar repositories for ldpc_decoders
Users that are interested in ldpc_decoders are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Decoding of LDPC Codes Using the Information Bottleneck Method in Python☆17Dec 11, 2018Updated 7 years ago
- Creation of LDPC codes & simulation of coding and decoding binary data. Applications to sound and image files.☆143Apr 4, 2025Updated last year
- Hyper Graph Network Decoders for Block Codes☆24Feb 19, 2020Updated 6 years ago
- Neural min-sum decoding in TensorFlow☆50May 8, 2019Updated 6 years ago
- Belief propagation on Tanner graphs (LDPC decoder)☆22Nov 20, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆14Sep 26, 2022Updated 3 years ago
- Code for paper "NOLD: A Neural-Network Optimized Low-Resolution Decoder for LDPC Codes, Submitted for an IEEE journal;"☆19Apr 14, 2021Updated 5 years ago
- Simple platform to Study 5G eMBB MET QC-LDPC codes and BP MS OMS NMS decoders☆34Apr 28, 2023Updated 3 years ago
- Learning to decode Protograph LDPC Codes☆29Feb 3, 2021Updated 5 years ago
- A port of MATLAB code for decoding LDPC codes using belief propagation to Python.☆24Jan 30, 2015Updated 11 years ago
- Implementation of Progressive Edge Growth algorithm in Tanner Graphs for short cycle free LDPC code construction☆28May 31, 2016Updated 9 years ago
- 5G LDPC simulation based on MEX function.☆25Jul 24, 2018Updated 7 years ago
- We provide a Deep learning method for LDPC decoding☆75Mar 31, 2021Updated 5 years ago
- ☆35Feb 26, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20Apr 8, 2014Updated 12 years ago
- My graduation project.☆13Oct 12, 2023Updated 2 years ago
- Fast multi-thread FEC simulator & library of efficient digital communication algorithms for SDR.☆574Apr 20, 2026Updated 2 weeks ago
- A set of Python class implementing basic several turbo-algorithms (e.g. : turbo-decoding)☆13Aug 31, 2020Updated 5 years ago
- The source codes of the proposed NB-LDPC decoder published in IEEE Communications Letters☆12Jan 8, 2018Updated 8 years ago
- Denoising Diffusion Error Correction Codes☆20Apr 12, 2024Updated 2 years ago
- Simple implementation (polynomial approx.) of Protograph EXIT-chart (PEXIT) for estimation of iterative decoding threshold of LDPC codes …☆24Jul 19, 2025Updated 9 months ago
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆112Mar 12, 2024Updated 2 years ago
- Exact BP decoder. EG, PG, PEG-ACE, 80211n, 80216e LDPC codes. Many modulation schemes.☆125May 22, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12May 13, 2021Updated 4 years ago
- ☆15Sep 19, 2016Updated 9 years ago
- Python wrapper for AFF3CT.☆17Mar 19, 2024Updated 2 years ago
- Code for "DeepPolar codes", ICML 2024☆12May 7, 2024Updated last year
- Digital Communication with Python☆645May 4, 2023Updated 3 years ago
- Error Correction Code Transformer☆56Dec 5, 2023Updated 2 years ago
- Software for Low Density Parity Check codes☆291Oct 2, 2020Updated 5 years ago
- Reinforcement Learning for Bit Flipping decoding of linear codes☆14Sep 12, 2020Updated 5 years ago
- On Deep Learning-based Channel Decoding☆80Feb 7, 2017Updated 9 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Progressive edge growth PEG for LDPC code and QC-LDPC construction C++, Python, Matlab PEG with ACE and Avoiding Generating Small Cycles…☆37Jun 23, 2025Updated 10 months ago
- The codes reproduce the research of our work in our JSTSP paper "An Iterative BP-CNN Architecture for Channel Decoding under Correlated N…☆71May 24, 2020Updated 5 years ago
- ☆10Apr 28, 2023Updated 3 years ago
- Non Binary-LDPC sum-product decoder (flooding and layered) using FFT (QSPA-FFT)☆17Jun 25, 2025Updated 10 months ago
- Implementation of Neural Nets for Communications Channel Decoding using Log Likelihood Ratios☆16Nov 19, 2020Updated 5 years ago
- This application estimate iterative decoding threshold using degree description, Stephan ten Brink. More general decription of LDPC codes…☆13Apr 28, 2023Updated 3 years ago
- IT++ library mirror/fork. C++ library of mathematical, signal processing and communication classes and functions.☆44May 12, 2022Updated 3 years ago