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ml-for-resource-allocation

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization

ml5g-phy-channelestimation-icarus

This repository contains the source codes and the description of the proposed solution to the challenge ML5H-PHY [channel estimation] by the team ICARUS.

ml_crash_course

source code for ML crash course

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

mls

My go through deep reinforcement learning in pytorch

mmnet

models

Models and examples built with TensorFlow

moduratc

Modulation and radio access technology (RAT) classification

monk_object_detection

A one-stop repository for low-code easily-installable object detection pipelines.

multi-output-regression

my_ns3

ncps

PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models

new-look-at-relaying

Simulation code for “A New Look at Dual-Hop Relaying: Performance Limits with Hardware Impairments” by Emil Björnson, Michail Matthaiou, Mérouane Debbah, IEEE Transactions on Communications, vol. 61, no. 11, pp. 4512-4525, November 2013.

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

ns3-ai

Enable the interaction between ns-3 and popular frameworks using Python, which mean you can train and test your AI algorithms in ns-3 without changing any frameworks you are using now!

ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

ns3-mmwave

ns-3 module for simulating mmWave-based cellular systems. See https://ieeexplore.ieee.org/document/8344116/ (open access) as a reference.

ofdm-simulation

OFDM Simulation in MATLAB for Teleco students

ofdm_papr_reduction

open-drm

Automatically exported from code.google.com/p/open-drm

orilocbeamselection

Location- and Orientation-Aided Millimeter Wave Beam Selection Using Deep Learning

p13_stc_team2

paper-with-code-of-wireless-communication-based-on-dl

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

papr-net

Deep learning for PAPR reduction in OFDM system

parl

A high-performance distributed training framework for Reinforcement Learning

ps-006-ml5g-phy-reinforcement-learning--mlab-rl

ps-012-ml5g-phy-beam-selection_beamsoup

ps-012-ml5g-phy-beam-selection_imperial_ipc1

py-itpp

Python wrapper library for signal processing and communications research

py-radio-autoencoder

Python implementation of autoencoder based radio system