NajibOdhah

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bdsim

Simulate dynamic systems expressed in block diagram form using Python

DL-based-Channel-Estimation-in-Doubly-Dispersive-Environments-

This repository includes the source code of the DL-based symbol-by-symbol and frame-by-frame channel estimators proposed in "A Survey on Deep Learning Based Channel Estimation in Doubly Dispersive Environments" paper [1] that is published in the IEEE Access, 2022.

drl-5g-scheduler

Codes for paper "Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation"

FedAIoT

FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things

Fundamentals-of-Programming

An overview of programming concepts including arrays, strings, loops, and algorithms with a project.

joss

The Journal of Open Source Software

lecture-examples

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

manim

Animation engine for explanatory math videos

manim-1

A community-maintained Python framework for creating mathematical animations.

mimobook

mmWave-localization-learning

🎯 ML-based positioning method from mmWave transmissions - with high accuracy and energy efficiency

nprach_synch

This code depends on Sionna

Numerical-Methods-with-Applications

Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.

open-5g.github.io

Reference website for information on open, programmable, and virtualized 5G networks.

Open-L2O

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

qmkpy

Python testbed for the Quadratic Multiple Knapsack Problem (QMKP)

Radar-aided-beam-prediction

The evaluation code for the paper "Radar Aided 6G Beam Prediction: Deep Learning Algorithms and Real-World Demonstration".

Radar-aided-blockage-prediction

The evaluation code for the paper "Radar Aided Proactive Blockage Prediction in Real-World Millimeter Wave Systems".

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

sdran-in-a-box

SDRAN-in-a-Box for SD-RAN project

simmer-tutorial-WueWoWas2022

Material and scripts for the tutorial on r-simmer held during WueWoWas 2022

sionna

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

slicesim

5G Network Slicing Simulation

tiny_python_projects

Code for Tiny Python Projects (Manning, 2020, ISBN 1617297518). Learning Python through test-driven development of games and puzzles.

videos

Code for the manim-generated scenes used in 3blue1brown videos

ViennaSimulator_LTE_Link_Level

ViennaSimulator, Matlab Simulator, Matlab2018, Initial Version

xapp-demo

Poznan training school