Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT
☆98May 7, 2026Updated 2 weeks ago
Alternatives and similar repositories for lecture-examples
Users that are interested in lecture-examples are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch examples accompanying the ECOC 2020 invited presentation about end-to-end learning in optical communications☆15Nov 26, 2020Updated 5 years ago
- This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications☆20Dec 16, 2018Updated 7 years ago
- Machine Learning and Optimization for Communications Systems☆14Mar 9, 2026Updated 2 months ago
- This repo provides an implementation of a Variational Autoencoder (VAE) based equalizer. This includes a simulation environment with an A…☆31Jun 15, 2022Updated 3 years ago
- Model-Free End-to-End Deep Learning of Joint Geometric and Probabilistic Shaping for Optical Fiber Communication in IM/DD System☆12Mar 26, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- End-to-end optimization of Constellation Shaping for Wiener Phase Noise Channels with a Differentiable Blind Phase Search☆15Feb 13, 2024Updated 2 years ago
- ☆13Oct 28, 2022Updated 3 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆16Oct 5, 2025Updated 7 months ago
- ☆53Jun 6, 2020Updated 5 years ago
- Diffusion Models for Audio Semantic Communication☆18Apr 17, 2024Updated 2 years ago
- LUT LDPC is a collection of software tools to design and test LDPC decoders based on discrete message passing decoding using lookup table…☆16May 30, 2018Updated 7 years ago
- 🪐Optical Communications python library (GPU supported for FIBER simulation)☆21Feb 7, 2026Updated 3 months ago
- Implementation of Neural Belief propagation decoder for QLDPC codes☆24Sep 27, 2025Updated 7 months ago
- Source code from the paper: A. Elkelesh, M. Ebada, S. Cammerer, L. Schmalen, and S. ten Brink, “Decoder-in-the-Loop: Genetic Optimization…☆24Oct 16, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆70Aug 12, 2022Updated 3 years ago
- Density evolution for LDPC codes construction under AWGN-channel: reciprocal-channel approximation (RCA), Gaussian Evolution, Covariance …☆46Apr 9, 2024Updated 2 years ago
- Pytorch implementation of "Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks"☆26Nov 11, 2023Updated 2 years ago
- Non-optimized MATLAB implementations of GRAND☆30Feb 6, 2023Updated 3 years ago
- This is a repository whose core is in its Wiki page https://github.com/caprivm/virtualization/wiki. The repository, which I'm going to ca…☆11Jan 22, 2024Updated 2 years ago
- Generate a Deep Neural Network for Equalization of Optical channels☆16Aug 12, 2021Updated 4 years ago
- Repository with material used in the Adaptive Signal Processing course (PPgEE-UFCG).☆16May 14, 2026Updated last week
- Implementation of an approach for wireless encoding via MI estimation☆17Mar 24, 2020Updated 6 years ago
- Machine learning for optical communication over a dispersive fiber☆46Aug 25, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for "Turbo Autoencoder: Deep learning based channel code for point-to-point communication channels" NeurIPS 2019☆112Mar 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 10 months ago
- Simulation code for "Multiple Residual Dense Networks for Reconfigurable Intelligent Surfaces Cascaded Channel Estimation" by Y. Jin, J. …☆21Apr 7, 2022Updated 4 years ago
- ☆12May 13, 2021Updated 5 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆84Apr 28, 2026Updated 3 weeks ago
- Error Correction Code Transformer☆57Dec 5, 2023Updated 2 years ago
- High-throughput LDPC decoder on GPU device (see published IEEE article)☆12Jan 25, 2019Updated 7 years ago
- Physics-Based Deep Learning for Fiber-Optic Communication Systems☆52Apr 23, 2021Updated 5 years ago
- Learning of a communication system over a binary feedback channel☆13Apr 27, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆47Mar 14, 2019Updated 7 years ago
- Implementation of "Distributed Deep Joint Source-Channel Coding with Decoder-Only Side Information" paper (ICMLCN 2024)☆24Sep 20, 2024Updated last year
- A fully trainable BP decoder, enabling the discovery of new parity check matrix through automatic learning☆14Sep 26, 2022Updated 3 years ago
- ☆18Jul 20, 2019Updated 6 years ago
- Geometric and Probabilistic Constellation Shaping with Autoencoders - Research Internship☆25Nov 22, 2022Updated 3 years ago
- Advent of Code☆12May 11, 2026Updated last week
- MATLAB library of DSP functions for optical communications☆49Mar 29, 2023Updated 3 years ago