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Lecture notes for the "Randomised and Advanced algorithms" class developed for the University of Sydney.

Jupyter Notebook 19 Updated Feb 18, 2025

Implementation of Neural Belief propagation decoder for QLDPC codes

Jupyter Notebook 18 4 Updated Jun 26, 2025
Jupyter Notebook 71 6 Updated Jan 26, 2024

Machine Learning and Optimization for Communications Systems

Python 11 3 Updated Apr 27, 2025
5145

Folklore facts on probability distribution learning, testing, and whatever-ing

TeX 262 12 Updated Mar 8, 2025
2 Updated Sep 14, 2020

Source code from the paper: A. Elkelesh, M. Ebada, S. Cammerer, L. Schmalen, and S. ten Brink, “Decoder-in-the-Loop: Genetic Optimization-Based LDPC Code Design,” in IEEE Access, 2019.

MATLAB 22 12 Updated Oct 16, 2019

Sample scripts used in the lectures of the CEL (Communications Engineering Lab) at KIT

Jupyter Notebook 88 71 Updated Jul 9, 2025
0